Mammographic density assessed on paired raw and processed digital images and on paired screen-film and digital images across three mammography ... View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2016-12

AUTHORS

Anya Burton, Graham Byrnes, Jennifer Stone, Rulla M. Tamimi, John Heine, Celine Vachon, Vahit Ozmen, Ana Pereira, Maria Luisa Garmendia, Christopher Scott, John H. Hipwell, Caroline Dickens, Joachim Schüz, Mustafa Erkin Aribal, Kimberly Bertrand, Ava Kwong, Graham G. Giles, John Hopper, Beatriz Pérez Gómez, Marina Pollán, Soo-Hwang Teo, Shivaani Mariapun, Nur Aishah Mohd Taib, Martín Lajous, Ruy Lopez-Riduara, Megan Rice, Isabelle Romieu, Anath Arzee Flugelman, Giske Ursin, Samera Qureshi, Huiyan Ma, Eunjung Lee, Reza Sirous, Mehri Sirous, Jong Won Lee, Jisun Kim, Dorria Salem, Rasha Kamal, Mikael Hartman, Hui Miao, Kee-Seng Chia, Chisato Nagata, Sudhir Vinayak, Rose Ndumia, Carla H. van Gils, Johanna O. P. Wanders, Beata Peplonska, Agnieszka Bukowska, Steve Allen, Sarah Vinnicombe, Sue Moss, Anna M. Chiarelli, Linda Linton, Gertraud Maskarinec, Martin J. Yaffe, Norman F. Boyd, Isabel dos-Santos-Silva, Valerie A. McCormack

ABSTRACT

BACKGROUND: Inter-women and intra-women comparisons of mammographic density (MD) are needed in research, clinical and screening applications; however, MD measurements are influenced by mammography modality (screen film/digital) and digital image format (raw/processed). We aimed to examine differences in MD assessed on these image types. METHODS: We obtained 1294 pairs of images saved in both raw and processed formats from Hologic and General Electric (GE) direct digital systems and a Fuji computed radiography (CR) system, and 128 screen-film and processed CR-digital pairs from consecutive screening rounds. Four readers performed Cumulus-based MD measurements (n = 3441), with each image pair read by the same reader. Multi-level models of square-root percent MD were fitted, with a random intercept for woman, to estimate processed-raw MD differences. RESULTS: Breast area did not differ in processed images compared with that in raw images, but the percent MD was higher, due to a larger dense area (median 28.5 and 25.4 cm2 respectively, mean √dense area difference 0.44 cm (95% CI: 0.36, 0.52)). This difference in √dense area was significant for direct digital systems (Hologic 0.50 cm (95% CI: 0.39, 0.61), GE 0.56 cm (95% CI: 0.42, 0.69)) but not for Fuji CR (0.06 cm (95% CI: -0.10, 0.23)). Additionally, within each system, reader-specific differences varied in magnitude and direction (p < 0.001). Conversion equations revealed differences converged to zero with increasing dense area. MD differences between screen-film and processed digital on the subsequent screening round were consistent with expected time-related MD declines. CONCLUSIONS: MD was slightly higher when measured on processed than on raw direct digital mammograms. Comparisons of MD on these image formats should ideally control for this non-constant and reader-specific difference. More... »

PAGES

130

References to SciGraph publications

  • 2015-12. Mammographic density defined by higher than conventional brightness threshold better predicts breast cancer risk for full-field digital mammograms in BREAST CANCER RESEARCH
  • 2013-10. Technical and clinical breast cancer screening performance indicators for computed radiography versus direct digital radiography in EUROPEAN RADIOLOGY
  • 2015-12. Preliminary evaluation of the publicly available Laboratory for Breast Radiodensity Assessment (LIBRA) software tool: comparison of fully automated area and volumetric density measures in a case–control study with digital mammography in BREAST CANCER RESEARCH
  • 2014-10. Digital mammographic density and breast cancer risk: a case–control study of six alternative density assessment methods in BREAST CANCER RESEARCH
  • 2010. Comparing a New Volumetric Breast Density Method (VolparaTM) to Cumulus in DIGITAL MAMMOGRAPHY
  • 2014-10. Mammographic breast density refines Tyrer-Cuzick estimates of breast cancer risk in high-risk women: findings from the placebo arm of the International Breast Cancer Intervention Study I in BREAST CANCER RESEARCH
  • 2016-12. Impact of type of full-field digital image on mammographic density assessment and breast cancer risk estimation: a case-control study in BREAST CANCER RESEARCH
  • 2013-02. Comparison of percent density from raw and processed full-field digital mammography data in BREAST CANCER RESEARCH
  • 2013-10. AutoDensity: an automated method to measure mammographic breast density that predicts breast cancer risk and screening outcomes in BREAST CANCER RESEARCH
  • Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1186/s13058-016-0787-0

    DOI

    http://dx.doi.org/10.1186/s13058-016-0787-0

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1015414942

    PUBMED

    https://www.ncbi.nlm.nih.gov/pubmed/27993168


    Indexing Status Check whether this publication has been indexed by Scopus and Web Of Science using the SN Indexing Status Tool
    Incoming Citations Browse incoming citations for this publication using opencitations.net

    JSON-LD is the canonical representation for SciGraph data.

    TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT

    [
      {
        "@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json", 
        "about": [
          {
            "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/1117", 
            "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
            "name": "Public Health and Health Services", 
            "type": "DefinedTerm"
          }, 
          {
            "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/11", 
            "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
            "name": "Medical and Health Sciences", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Adult", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Aged", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Aged, 80 and over", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Breast Density", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Breast Neoplasms", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Female", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Humans", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Image Processing, Computer-Assisted", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Mammography", 
            "type": "DefinedTerm"
          }, 
          {
            "inDefinedTermSet": "https://www.nlm.nih.gov/mesh/", 
            "name": "Middle Aged", 
            "type": "DefinedTerm"
          }
        ], 
        "author": [
          {
            "affiliation": {
              "alternateName": "International Agency For Research On Cancer", 
              "id": "https://www.grid.ac/institutes/grid.17703.32", 
              "name": [
                "Section of Environment and Radiation, International Agency for Research on Cancer, 150 cours Albert Thomas, 69372, Lyon, Cedex 09, France"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Burton", 
            "givenName": "Anya", 
            "id": "sg:person.010361203455.96", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.010361203455.96"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "International Agency For Research On Cancer", 
              "id": "https://www.grid.ac/institutes/grid.17703.32", 
              "name": [
                "Section of Environment and Radiation, International Agency for Research on Cancer, 150 cours Albert Thomas, 69372, Lyon, Cedex 09, France"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Byrnes", 
            "givenName": "Graham", 
            "id": "sg:person.0715745415.34", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0715745415.34"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Western Australia", 
              "id": "https://www.grid.ac/institutes/grid.1012.2", 
              "name": [
                "Centre for Genetic Origins of Health and Disease, Curtin University and the University of Western Australia, Perth, Australia"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Stone", 
            "givenName": "Jennifer", 
            "id": "sg:person.01036064351.42", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01036064351.42"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "name": [
                "Channing Division of Network Medicine, Department of Medicine, Brigham and Women\u2019s Hospital, Harvard Medical School, Boston, MA, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Tamimi", 
            "givenName": "Rulla M.", 
            "id": "sg:person.01117365224.55", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01117365224.55"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Moffitt Cancer Center", 
              "id": "https://www.grid.ac/institutes/grid.468198.a", 
              "name": [
                "Moffitt Cancer Center, Tampa, FL, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Heine", 
            "givenName": "John", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Mayo Clinic", 
              "id": "https://www.grid.ac/institutes/grid.66875.3a", 
              "name": [
                "Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Vachon", 
            "givenName": "Celine", 
            "id": "sg:person.01117141733.07", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01117141733.07"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Istanbul University", 
              "id": "https://www.grid.ac/institutes/grid.9601.e", 
              "name": [
                "Department of Surgery, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Ozmen", 
            "givenName": "Vahit", 
            "id": "sg:person.01216471610.43", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01216471610.43"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Chile", 
              "id": "https://www.grid.ac/institutes/grid.443909.3", 
              "name": [
                "Institute of Nutrition and Food Technology, University of Chile, Santiago, Chile"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Pereira", 
            "givenName": "Ana", 
            "id": "sg:person.01000347250.56", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01000347250.56"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University College London", 
              "id": "https://www.grid.ac/institutes/grid.83440.3b", 
              "name": [
                "Centre for Medical Image Computing, University College London, London, UK"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Garmendia", 
            "givenName": "Maria Luisa", 
            "id": "sg:person.0755163703.27", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0755163703.27"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Mayo Clinic", 
              "id": "https://www.grid.ac/institutes/grid.66875.3a", 
              "name": [
                "Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Scott", 
            "givenName": "Christopher", 
            "id": "sg:person.014066071017.69", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014066071017.69"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University College London", 
              "id": "https://www.grid.ac/institutes/grid.83440.3b", 
              "name": [
                "Centre for Medical Image Computing, University College London, London, UK"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Hipwell", 
            "givenName": "John H.", 
            "id": "sg:person.01056417540.25", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01056417540.25"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of the Witwatersrand", 
              "id": "https://www.grid.ac/institutes/grid.11951.3d", 
              "name": [
                "Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Dickens", 
            "givenName": "Caroline", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "International Agency For Research On Cancer", 
              "id": "https://www.grid.ac/institutes/grid.17703.32", 
              "name": [
                "Section of Environment and Radiation, International Agency for Research on Cancer, 150 cours Albert Thomas, 69372, Lyon, Cedex 09, France"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Sch\u00fcz", 
            "givenName": "Joachim", 
            "id": "sg:person.01312606436.26", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01312606436.26"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Marmara University", 
              "id": "https://www.grid.ac/institutes/grid.16477.33", 
              "name": [
                "Marmara University School of Medicine Department of Radiology, Istanbul, Turkey"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Aribal", 
            "givenName": "Mustafa Erkin", 
            "id": "sg:person.011345634764.60", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.011345634764.60"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Boston University", 
              "id": "https://www.grid.ac/institutes/grid.189504.1", 
              "name": [
                "Slone Epidemiology Center, Boston University, Boston, MA, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Bertrand", 
            "givenName": "Kimberly", 
            "id": "sg:person.0777235664.78", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0777235664.78"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Hong Kong Sanatorium and Hospital", 
              "id": "https://www.grid.ac/institutes/grid.414329.9", 
              "name": [
                "Division of Breast Surgery, Department of Surgery, The University of Hong Kong, Hong Kong, People\u2019s Republic of China", 
                "Department of Surgery, Hong Kong Sanatorium and Hospital, Hong Kong, People\u2019s Republic of China"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Kwong", 
            "givenName": "Ava", 
            "id": "sg:person.01265606610.67", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01265606610.67"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Melbourne", 
              "id": "https://www.grid.ac/institutes/grid.1008.9", 
              "name": [
                "Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Victoria, Australia", 
                "Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Giles", 
            "givenName": "Graham G.", 
            "id": "sg:person.0732505060.44", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0732505060.44"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Melbourne", 
              "id": "https://www.grid.ac/institutes/grid.1008.9", 
              "name": [
                "Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Hopper", 
            "givenName": "John", 
            "id": "sg:person.0616256460.84", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0616256460.84"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "name": [
                "Cancer Epidemiology Unit, Instituto de Salud Carlos III and CIBERESP, Madrid, Spain"
              ], 
              "type": "Organization"
            }, 
            "familyName": "P\u00e9rez G\u00f3mez", 
            "givenName": "Beatriz", 
            "id": "sg:person.01340755642.63", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01340755642.63"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "name": [
                "Cancer Epidemiology Unit, Instituto de Salud Carlos III and CIBERESP, Madrid, Spain"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Poll\u00e1n", 
            "givenName": "Marina", 
            "id": "sg:person.01146477655.80", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01146477655.80"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "name": [
                "Breast Cancer Research Group, University Malaya Medical Centre, University Malaya, Kuala Lumpur, Malaysia", 
                "Cancer Research Malaysia, Subang Jaya, Malaysia"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Teo", 
            "givenName": "Soo-Hwang", 
            "id": "sg:person.01041061221.12", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01041061221.12"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "name": [
                "Cancer Research Malaysia, Subang Jaya, Malaysia"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Mariapun", 
            "givenName": "Shivaani", 
            "id": "sg:person.0676467617.83", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0676467617.83"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "name": [
                "Breast Cancer Research Group, University Malaya Medical Centre, University Malaya, Kuala Lumpur, Malaysia"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Taib", 
            "givenName": "Nur Aishah Mohd", 
            "id": "sg:person.01260105300.25", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01260105300.25"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Instituto Nacional de Salud P\u00fablica", 
              "id": "https://www.grid.ac/institutes/grid.415771.1", 
              "name": [
                "Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, USA", 
                "Center for Research on Population Health, Instituto Nacional de Salud P\u00fablica, Mexico City, Mexico"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Lajous", 
            "givenName": "Mart\u00edn", 
            "id": "sg:person.01027327123.04", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01027327123.04"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Instituto Nacional de Salud P\u00fablica", 
              "id": "https://www.grid.ac/institutes/grid.415771.1", 
              "name": [
                "Center for Research on Population Health, Instituto Nacional de Salud P\u00fablica, Mexico City, Mexico"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Lopez-Riduara", 
            "givenName": "Ruy", 
            "id": "sg:person.01212736661.13", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01212736661.13"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "name": [
                "Channing Division of Network Medicine, Department of Medicine, Brigham and Women\u2019s Hospital, Harvard Medical School, Boston, MA, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Rice", 
            "givenName": "Megan", 
            "id": "sg:person.0663223751.22", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0663223751.22"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "International Agency For Research On Cancer", 
              "id": "https://www.grid.ac/institutes/grid.17703.32", 
              "name": [
                "Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Romieu", 
            "givenName": "Isabelle", 
            "id": "sg:person.01240152636.23", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01240152636.23"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "name": [
                "National Cancer Control Center, Haifa, Israel"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Flugelman", 
            "givenName": "Anath Arzee", 
            "id": "sg:person.01145505576.82", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01145505576.82"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Southern California", 
              "id": "https://www.grid.ac/institutes/grid.42505.36", 
              "name": [
                "Cancer Registry of Norway, Oslo, Norway", 
                "Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway", 
                "Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Ursin", 
            "givenName": "Giske", 
            "id": "sg:person.01131645746.31", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01131645746.31"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "name": [
                "Norwegian Center for Minority and Migrant Health Research (NAKMI), Oslo, Norway"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Qureshi", 
            "givenName": "Samera", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "City Of Hope National Medical Center", 
              "id": "https://www.grid.ac/institutes/grid.410425.6", 
              "name": [
                "Department of Population Sciences, Beckman Research Institute, City of Hope, CA, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Ma", 
            "givenName": "Huiyan", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Southern California", 
              "id": "https://www.grid.ac/institutes/grid.42505.36", 
              "name": [
                "Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Lee", 
            "givenName": "Eunjung", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Isfahan University of Medical Sciences", 
              "id": "https://www.grid.ac/institutes/grid.411036.1", 
              "name": [
                "Isfahan University of Medical Sciences, Isfahan, Iran"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Sirous", 
            "givenName": "Reza", 
            "id": "sg:person.01162045772.28", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01162045772.28"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Isfahan University of Medical Sciences", 
              "id": "https://www.grid.ac/institutes/grid.411036.1", 
              "name": [
                "Isfahan University of Medical Sciences, Isfahan, Iran"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Sirous", 
            "givenName": "Mehri", 
            "id": "sg:person.01042011335.28", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01042011335.28"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Asan Medical Center", 
              "id": "https://www.grid.ac/institutes/grid.413967.e", 
              "name": [
                "Department of Surgery, Asan Medical Center, Seoul, Republic of Korea"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Lee", 
            "givenName": "Jong Won", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Asan Medical Center", 
              "id": "https://www.grid.ac/institutes/grid.413967.e", 
              "name": [
                "Department of Surgery, Asan Medical Center, Seoul, Republic of Korea"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Kim", 
            "givenName": "Jisun", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Cairo University", 
              "id": "https://www.grid.ac/institutes/grid.7776.1", 
              "name": [
                "Cairo University, Cairo, Egypt"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Salem", 
            "givenName": "Dorria", 
            "id": "sg:person.0706746521.05", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0706746521.05"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Cairo University hospitals", 
              "id": "https://www.grid.ac/institutes/grid.476980.4", 
              "name": [
                "Woman Imaging Unit, Radiodiagnosis Department, Kasr El Aini, Cairo University Hospitals, Cairo, Egypt"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Kamal", 
            "givenName": "Rasha", 
            "id": "sg:person.01172130754.07", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01172130754.07"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "National University of Singapore", 
              "id": "https://www.grid.ac/institutes/grid.4280.e", 
              "name": [
                "Department of Surgery, Yong Loo Lin School of Medicine, Singapore, Singapore", 
                "Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Hartman", 
            "givenName": "Mikael", 
            "id": "sg:person.01300102046.39", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01300102046.39"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "National University of Singapore", 
              "id": "https://www.grid.ac/institutes/grid.4280.e", 
              "name": [
                "Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Miao", 
            "givenName": "Hui", 
            "id": "sg:person.01045202072.10", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01045202072.10"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "National University of Singapore", 
              "id": "https://www.grid.ac/institutes/grid.4280.e", 
              "name": [
                "NUS Graduate School for Integrative Sciences and Engineering, National University of Singapore, Singapore, Singapore"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Chia", 
            "givenName": "Kee-Seng", 
            "id": "sg:person.012262377764.98", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.012262377764.98"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Gifu University", 
              "id": "https://www.grid.ac/institutes/grid.256342.4", 
              "name": [
                "Gifu University, Gifu, Japan"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Nagata", 
            "givenName": "Chisato", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "The Aga Khan University Hospital", 
              "id": "https://www.grid.ac/institutes/grid.411192.e", 
              "name": [
                "Aga Khan University Hospital, Nairobi, Kenya"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Vinayak", 
            "givenName": "Sudhir", 
            "id": "sg:person.01171767721.27", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01171767721.27"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "The Aga Khan University Hospital", 
              "id": "https://www.grid.ac/institutes/grid.411192.e", 
              "name": [
                "Aga Khan University Hospital, Nairobi, Kenya"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Ndumia", 
            "givenName": "Rose", 
            "id": "sg:person.01216577761.98", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01216577761.98"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University Medical Center Utrecht", 
              "id": "https://www.grid.ac/institutes/grid.7692.a", 
              "name": [
                "Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands"
              ], 
              "type": "Organization"
            }, 
            "familyName": "van Gils", 
            "givenName": "Carla H.", 
            "id": "sg:person.01172774244.59", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01172774244.59"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University Medical Center Utrecht", 
              "id": "https://www.grid.ac/institutes/grid.7692.a", 
              "name": [
                "Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Wanders", 
            "givenName": "Johanna O. P.", 
            "id": "sg:person.01237416770.38", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01237416770.38"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Nofer Institute of Occupational Medicine", 
              "id": "https://www.grid.ac/institutes/grid.418868.b", 
              "name": [
                "Nofer Institute of Occupational Medicine, \u0141\u00f3dz, Poland"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Peplonska", 
            "givenName": "Beata", 
            "id": "sg:person.01054436450.54", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01054436450.54"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Nofer Institute of Occupational Medicine", 
              "id": "https://www.grid.ac/institutes/grid.418868.b", 
              "name": [
                "Nofer Institute of Occupational Medicine, \u0141\u00f3dz, Poland"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Bukowska", 
            "givenName": "Agnieszka", 
            "id": "sg:person.0766065523.39", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0766065523.39"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Royal Marsden NHS Foundation Trust", 
              "id": "https://www.grid.ac/institutes/grid.5072.0", 
              "name": [
                "Department of Imaging, Royal Marsden NHS Foundation Trust, London, UK"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Allen", 
            "givenName": "Steve", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Ninewells Hospital", 
              "id": "https://www.grid.ac/institutes/grid.416266.1", 
              "name": [
                "Division of Cancer Research, Ninewells Hospital & Medical School, Dundee, UK"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Vinnicombe", 
            "givenName": "Sarah", 
            "id": "sg:person.01201207612.36", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01201207612.36"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Queen Mary University of London", 
              "id": "https://www.grid.ac/institutes/grid.4868.2", 
              "name": [
                "Wolfson Institute of Preventive Medicine, Queen Mary University of London, London, UK"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Moss", 
            "givenName": "Sue", 
            "id": "sg:person.011611703032.94", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.011611703032.94"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Cancer Care Ontario", 
              "id": "https://www.grid.ac/institutes/grid.419887.b", 
              "name": [
                "Ontario Breast Screening Program, Cancer Care Ontario, Toronto, Canada"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Chiarelli", 
            "givenName": "Anna M.", 
            "id": "sg:person.01075643376.65", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01075643376.65"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Princess Margaret Cancer Centre", 
              "id": "https://www.grid.ac/institutes/grid.415224.4", 
              "name": [
                "Princess Margaret Cancer Centre, Toronto, Canada"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Linton", 
            "givenName": "Linda", 
            "id": "sg:person.01232143261.14", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01232143261.14"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Hawaii at Manoa", 
              "id": "https://www.grid.ac/institutes/grid.410445.0", 
              "name": [
                "University of Hawaii Cancer Center, Honolulu, HI, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Maskarinec", 
            "givenName": "Gertraud", 
            "id": "sg:person.0623676157.08", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0623676157.08"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Toronto", 
              "id": "https://www.grid.ac/institutes/grid.17063.33", 
              "name": [
                "Medical Biophysics, University of Toronto, Toronto, Canada"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Yaffe", 
            "givenName": "Martin J.", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Princess Margaret Cancer Centre", 
              "id": "https://www.grid.ac/institutes/grid.415224.4", 
              "name": [
                "Princess Margaret Cancer Centre, Toronto, Canada"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Boyd", 
            "givenName": "Norman F.", 
            "id": "sg:person.014201635472.86", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014201635472.86"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "London School of Hygiene & Tropical Medicine", 
              "id": "https://www.grid.ac/institutes/grid.8991.9", 
              "name": [
                "Department of Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK"
              ], 
              "type": "Organization"
            }, 
            "familyName": "dos-Santos-Silva", 
            "givenName": "Isabel", 
            "id": "sg:person.01230144105.36", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01230144105.36"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "International Agency For Research On Cancer", 
              "id": "https://www.grid.ac/institutes/grid.17703.32", 
              "name": [
                "Section of Environment and Radiation, International Agency for Research on Cancer, 150 cours Albert Thomas, 69372, Lyon, Cedex 09, France"
              ], 
              "type": "Organization"
            }, 
            "familyName": "McCormack", 
            "givenName": "Valerie A.", 
            "id": "sg:person.01367601343.61", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01367601343.61"
            ], 
            "type": "Person"
          }
        ], 
        "citation": [
          {
            "id": "sg:pub.10.1186/s13058-014-0451-5", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1000751998", 
              "https://doi.org/10.1186/s13058-014-0451-5"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s13058-014-0451-5", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1000751998", 
              "https://doi.org/10.1186/s13058-014-0451-5"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s13058-014-0451-5", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1000751998", 
              "https://doi.org/10.1186/s13058-014-0451-5"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1148/radiol.13122567", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1002615800"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s13058-014-0439-1", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1003025389", 
              "https://doi.org/10.1186/s13058-014-0439-1"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s13058-014-0439-1", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1003025389", 
              "https://doi.org/10.1186/s13058-014-0439-1"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s13058-014-0439-1", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1003025389", 
              "https://doi.org/10.1186/s13058-014-0439-1"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s13058-015-0654-4", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1005409492", 
              "https://doi.org/10.1186/s13058-015-0654-4"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s13058-015-0654-4", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1005409492", 
              "https://doi.org/10.1186/s13058-015-0654-4"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.acra.2013.01.003", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1007702680"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/ijc.25053", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1009604327"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/ijc.25053", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1009604327"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/ijc.25252", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1009945972"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/ijc.25252", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1009945972"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/bcr3372", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1014511017", 
              "https://doi.org/10.1186/bcr3372"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/bcr3372", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1014511017", 
              "https://doi.org/10.1186/bcr3372"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s00330-013-2876-0", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1015024324", 
              "https://doi.org/10.1007/s00330-013-2876-0"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1017/s1368980013000098", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1015845787"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/ijc.29210", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1018963471"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1056/nejmoa062790", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1022154822"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s13058-016-0756-7", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1028156098", 
              "https://doi.org/10.1186/s13058-016-0756-7"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s13058-016-0756-7", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1028156098", 
              "https://doi.org/10.1186/s13058-016-0756-7"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1177/153303460400300611", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1028892492"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1177/153303460400300611", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1028892492"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.canep.2015.11.015", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1029807445"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.canep.2015.11.015", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1029807445"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1118/1.3065066", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1032462755"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1371/journal.pone.0117568", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1033045014"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1371/journal.pone.0117568", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1033045014"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s13058-015-0626-8", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1033528802", 
              "https://doi.org/10.1186/s13058-015-0626-8"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s13058-015-0626-8", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1033528802", 
              "https://doi.org/10.1186/s13058-015-0626-8"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1117/1.jmi.2.1.015501", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1034789756"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/978-3-642-13666-5_55", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1035237786", 
              "https://doi.org/10.1007/978-3-642-13666-5_55"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/978-3-642-13666-5_55", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1035237786", 
              "https://doi.org/10.1007/978-3-642-13666-5_55"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/bcr3474", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1035350498", 
              "https://doi.org/10.1186/bcr3474"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/bcr3474", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1035350498", 
              "https://doi.org/10.1186/bcr3474"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/aje/kwt238", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1035455629"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1118/1.4736530", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1035857637"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/jnci/djr079", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1040220198"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.7314/apjcp.2014.15.4.1693", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1042446358"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1118/1.2040710", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1046937555"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.7326/0003-4819-155-1-201107050-00003", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1073712215"
            ], 
            "type": "CreativeWork"
          }
        ], 
        "datePublished": "2016-12", 
        "datePublishedReg": "2016-12-01", 
        "description": "BACKGROUND: Inter-women and intra-women comparisons of mammographic density (MD) are needed in research, clinical and screening applications; however, MD measurements are influenced by mammography modality (screen film/digital) and digital image format (raw/processed). We aimed to examine differences in MD assessed on these image types.\nMETHODS: We obtained 1294 pairs of images saved in both raw and processed formats from Hologic and General Electric (GE) direct digital systems and a Fuji computed radiography (CR) system, and 128 screen-film and processed CR-digital pairs from consecutive screening rounds. Four readers performed Cumulus-based MD measurements (n\u2009=\u20093441), with each image pair read by the same reader. Multi-level models of square-root percent MD were fitted, with a random intercept for woman, to estimate processed-raw MD differences.\nRESULTS: Breast area did not differ in processed images compared with that in raw images, but the percent MD was higher, due to a larger dense area (median 28.5 and 25.4\u00a0cm2 respectively, mean \u221adense area difference 0.44\u00a0cm (95% CI: 0.36, 0.52)). This difference in \u221adense area was significant for direct digital systems (Hologic 0.50\u00a0cm (95% CI: 0.39, 0.61), GE 0.56\u00a0cm (95% CI: 0.42, 0.69)) but not for Fuji CR (0.06\u00a0cm (95% CI: -0.10, 0.23)). Additionally, within each system, reader-specific differences varied in magnitude and direction (p\u2009<\u20090.001). Conversion equations revealed differences converged to zero with increasing dense area. MD differences between screen-film and processed digital on the subsequent screening round were consistent with expected time-related MD declines.\nCONCLUSIONS: MD was slightly higher when measured on processed than on raw direct digital mammograms. Comparisons of MD on these image formats should ideally control for this non-constant and reader-specific difference.", 
        "genre": "research_article", 
        "id": "sg:pub.10.1186/s13058-016-0787-0", 
        "inLanguage": [
          "en"
        ], 
        "isAccessibleForFree": true, 
        "isFundedItemOf": [
          {
            "id": "sg:grant.5138812", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.2482366", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.6714900", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.2435752", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.6720270", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.2479676", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.2569925", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.3801883", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.2479079", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.2480472", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.2440217", 
            "type": "MonetaryGrant"
          }, 
          {
            "id": "sg:grant.2705365", 
            "type": "MonetaryGrant"
          }
        ], 
        "isPartOf": [
          {
            "id": "sg:journal.1022375", 
            "issn": [
              "1465-5411", 
              "1465-542X"
            ], 
            "name": "Breast Cancer Research", 
            "type": "Periodical"
          }, 
          {
            "issueNumber": "1", 
            "type": "PublicationIssue"
          }, 
          {
            "type": "PublicationVolume", 
            "volumeNumber": "18"
          }
        ], 
        "name": "Mammographic density assessed on paired raw and processed digital images and on paired screen-film and digital images across three mammography systems", 
        "pagination": "130", 
        "productId": [
          {
            "name": "readcube_id", 
            "type": "PropertyValue", 
            "value": [
              "49726fa568ea236a03ef0f93cf8d0e26451c78542947acc6996aa7df736c8972"
            ]
          }, 
          {
            "name": "pubmed_id", 
            "type": "PropertyValue", 
            "value": [
              "27993168"
            ]
          }, 
          {
            "name": "nlm_unique_id", 
            "type": "PropertyValue", 
            "value": [
              "100927353"
            ]
          }, 
          {
            "name": "doi", 
            "type": "PropertyValue", 
            "value": [
              "10.1186/s13058-016-0787-0"
            ]
          }, 
          {
            "name": "dimensions_id", 
            "type": "PropertyValue", 
            "value": [
              "pub.1015414942"
            ]
          }
        ], 
        "sameAs": [
          "https://doi.org/10.1186/s13058-016-0787-0", 
          "https://app.dimensions.ai/details/publication/pub.1015414942"
        ], 
        "sdDataset": "articles", 
        "sdDatePublished": "2019-04-11T09:57", 
        "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
        "sdPublisher": {
          "name": "Springer Nature - SN SciGraph project", 
          "type": "Organization"
        }, 
        "sdSource": "s3://com-uberresearch-data-dimensions-target-20181106-alternative/cleanup/v134/2549eaecd7973599484d7c17b260dba0a4ecb94b/merge/v9/a6c9fde33151104705d4d7ff012ea9563521a3ce/jats-lookup/v90/0000000347_0000000347/records_89807_00000000.jsonl", 
        "type": "ScholarlyArticle", 
        "url": "https://link.springer.com/10.1186%2Fs13058-016-0787-0"
      }
    ]
     

    Download the RDF metadata as:  json-ld nt turtle xml License info

    HOW TO GET THIS DATA PROGRAMMATICALLY:

    JSON-LD is a popular format for linked data which is fully compatible with JSON.

    curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1186/s13058-016-0787-0'

    N-Triples is a line-based linked data format ideal for batch operations.

    curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1186/s13058-016-0787-0'

    Turtle is a human-readable linked data format.

    curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1186/s13058-016-0787-0'

    RDF/XML is a standard XML format for linked data.

    curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1186/s13058-016-0787-0'


     

    This table displays all metadata directly associated to this object as RDF triples.

    732 TRIPLES      21 PREDICATES      66 URIs      31 LITERALS      19 BLANK NODES

    Subject Predicate Object
    1 sg:pub.10.1186/s13058-016-0787-0 schema:about N04c9b5c75f5a418ab1a102ce5f7d8e95
    2 N122bcdaebbae4edf92bc89311526e90a
    3 N41b38c0798df4ac49d72b2fa870951d6
    4 N4c348495a60e4afd98019694b2a1daf8
    5 N5d8f8131336e4f74884057e74f8de58f
    6 N6ea90ea8dd9e4df597e82561b389639b
    7 N7f38d23bfaae401cb5440b8c6a2fdf0a
    8 N8c9e9cc3cb0d4111899ec1ffb1a168d6
    9 N91bcbb497ebd45cd874ede4646b218e1
    10 Nd0f4bee779d54d67bcb17eb5cfeddf6a
    11 anzsrc-for:11
    12 anzsrc-for:1117
    13 schema:author N6da230e794b2406abc2c707582a4671d
    14 schema:citation sg:pub.10.1007/978-3-642-13666-5_55
    15 sg:pub.10.1007/s00330-013-2876-0
    16 sg:pub.10.1186/bcr3372
    17 sg:pub.10.1186/bcr3474
    18 sg:pub.10.1186/s13058-014-0439-1
    19 sg:pub.10.1186/s13058-014-0451-5
    20 sg:pub.10.1186/s13058-015-0626-8
    21 sg:pub.10.1186/s13058-015-0654-4
    22 sg:pub.10.1186/s13058-016-0756-7
    23 https://doi.org/10.1002/ijc.25053
    24 https://doi.org/10.1002/ijc.25252
    25 https://doi.org/10.1002/ijc.29210
    26 https://doi.org/10.1016/j.acra.2013.01.003
    27 https://doi.org/10.1016/j.canep.2015.11.015
    28 https://doi.org/10.1017/s1368980013000098
    29 https://doi.org/10.1056/nejmoa062790
    30 https://doi.org/10.1093/aje/kwt238
    31 https://doi.org/10.1093/jnci/djr079
    32 https://doi.org/10.1117/1.jmi.2.1.015501
    33 https://doi.org/10.1118/1.2040710
    34 https://doi.org/10.1118/1.3065066
    35 https://doi.org/10.1118/1.4736530
    36 https://doi.org/10.1148/radiol.13122567
    37 https://doi.org/10.1177/153303460400300611
    38 https://doi.org/10.1371/journal.pone.0117568
    39 https://doi.org/10.7314/apjcp.2014.15.4.1693
    40 https://doi.org/10.7326/0003-4819-155-1-201107050-00003
    41 schema:datePublished 2016-12
    42 schema:datePublishedReg 2016-12-01
    43 schema:description BACKGROUND: Inter-women and intra-women comparisons of mammographic density (MD) are needed in research, clinical and screening applications; however, MD measurements are influenced by mammography modality (screen film/digital) and digital image format (raw/processed). We aimed to examine differences in MD assessed on these image types. METHODS: We obtained 1294 pairs of images saved in both raw and processed formats from Hologic and General Electric (GE) direct digital systems and a Fuji computed radiography (CR) system, and 128 screen-film and processed CR-digital pairs from consecutive screening rounds. Four readers performed Cumulus-based MD measurements (n = 3441), with each image pair read by the same reader. Multi-level models of square-root percent MD were fitted, with a random intercept for woman, to estimate processed-raw MD differences. RESULTS: Breast area did not differ in processed images compared with that in raw images, but the percent MD was higher, due to a larger dense area (median 28.5 and 25.4 cm2 respectively, mean √dense area difference 0.44 cm (95% CI: 0.36, 0.52)). This difference in √dense area was significant for direct digital systems (Hologic 0.50 cm (95% CI: 0.39, 0.61), GE 0.56 cm (95% CI: 0.42, 0.69)) but not for Fuji CR (0.06 cm (95% CI: -0.10, 0.23)). Additionally, within each system, reader-specific differences varied in magnitude and direction (p < 0.001). Conversion equations revealed differences converged to zero with increasing dense area. MD differences between screen-film and processed digital on the subsequent screening round were consistent with expected time-related MD declines. CONCLUSIONS: MD was slightly higher when measured on processed than on raw direct digital mammograms. Comparisons of MD on these image formats should ideally control for this non-constant and reader-specific difference.
    44 schema:genre research_article
    45 schema:inLanguage en
    46 schema:isAccessibleForFree true
    47 schema:isPartOf N52e0a0f76f76438884397e50c6c2346c
    48 N8ae8e43efe3d4b9093c5a7047d472089
    49 sg:journal.1022375
    50 schema:name Mammographic density assessed on paired raw and processed digital images and on paired screen-film and digital images across three mammography systems
    51 schema:pagination 130
    52 schema:productId N1a654eb5429e45eb9767e7cbc9b841a2
    53 N27aaa14b96484e9d915b3841da0435ee
    54 N40aaeab7453c4d54a4b7601fe4d2868e
    55 N5193d08e52ac4d59b65bb19645dfc721
    56 N71ee386341ab4d51982f919a0f0788e3
    57 schema:sameAs https://app.dimensions.ai/details/publication/pub.1015414942
    58 https://doi.org/10.1186/s13058-016-0787-0
    59 schema:sdDatePublished 2019-04-11T09:57
    60 schema:sdLicense https://scigraph.springernature.com/explorer/license/
    61 schema:sdPublisher Na83a1422412749fe99657f1d024582f1
    62 schema:url https://link.springer.com/10.1186%2Fs13058-016-0787-0
    63 sgo:license sg:explorer/license/
    64 sgo:sdDataset articles
    65 rdf:type schema:ScholarlyArticle
    66 N00d5f8e44f794b9eb26d254cc125a642 schema:name Breast Cancer Research Group, University Malaya Medical Centre, University Malaya, Kuala Lumpur, Malaysia
    67 Cancer Research Malaysia, Subang Jaya, Malaysia
    68 rdf:type schema:Organization
    69 N04c9b5c75f5a418ab1a102ce5f7d8e95 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    70 schema:name Image Processing, Computer-Assisted
    71 rdf:type schema:DefinedTerm
    72 N04d0462ab5414f568d4870c74ab56d1e rdf:first sg:person.01367601343.61
    73 rdf:rest rdf:nil
    74 N119e4e8043d5494e9704c281269505e8 rdf:first Nc658ab1349eb4467ac8639006964428e
    75 rdf:rest N1a424933676949d8b45fd65441011d40
    76 N122bcdaebbae4edf92bc89311526e90a schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    77 schema:name Mammography
    78 rdf:type schema:DefinedTerm
    79 N12d651965af9435e975da24101dc8b23 rdf:first Nab63d75b600f4c89b5ebd0bc5ebdce5c
    80 rdf:rest N26d92e784aa548849765f3fb99fd1b74
    81 N1629a874c07c4d1990a820ee09c0bc5d schema:affiliation https://www.grid.ac/institutes/grid.413967.e
    82 schema:familyName Kim
    83 schema:givenName Jisun
    84 rdf:type schema:Person
    85 N1954386fe2a844c3806e2a8997b7e37c rdf:first sg:person.0755163703.27
    86 rdf:rest Nf688e4c54570409c8a59486ee8053c37
    87 N1a424933676949d8b45fd65441011d40 rdf:first sg:person.01201207612.36
    88 rdf:rest N89746665c83046f4ab551350ff39b543
    89 N1a654eb5429e45eb9767e7cbc9b841a2 schema:name pubmed_id
    90 schema:value 27993168
    91 rdf:type schema:PropertyValue
    92 N204a378b3a0a478694f339aeb8d2142f rdf:first sg:person.0706746521.05
    93 rdf:rest Ned21887cef6c4a48bb97e2c9c0391ea1
    94 N227b52398d874c8285d07f56c2402ce2 rdf:first sg:person.01041061221.12
    95 rdf:rest N9d718bf51b4c44ffb398928cb5eba603
    96 N26d92e784aa548849765f3fb99fd1b74 rdf:first sg:person.01312606436.26
    97 rdf:rest Nebc9782df9b64bcc83a104a24ada5d68
    98 N26edb49704854c3c93e149076d5f8849 rdf:first sg:person.01216577761.98
    99 rdf:rest N9ed67f252854423599806534bbd6ef1e
    100 N27aaa14b96484e9d915b3841da0435ee schema:name readcube_id
    101 schema:value 49726fa568ea236a03ef0f93cf8d0e26451c78542947acc6996aa7df736c8972
    102 rdf:type schema:PropertyValue
    103 N282ad345dcb04251bf07738d96eed425 rdf:first sg:person.01300102046.39
    104 rdf:rest N8ee79aa98fa343d6b0e480400c945aa8
    105 N2aab8e0b59a549c9b1487edb14ad97f8 rdf:first sg:person.01171767721.27
    106 rdf:rest N26edb49704854c3c93e149076d5f8849
    107 N2c0aa36a7f674a0786a96c3858063082 rdf:first sg:person.01240152636.23
    108 rdf:rest N72f30105c89d4ddead114bbff060cb0c
    109 N2c8276699d0141fb9b1f45af0cb92c25 rdf:first sg:person.0732505060.44
    110 rdf:rest Na972399d18d9427a8d41595167bca2c5
    111 N340189a5164d4fb6884893b6e27f3242 schema:name Breast Cancer Research Group, University Malaya Medical Centre, University Malaya, Kuala Lumpur, Malaysia
    112 rdf:type schema:Organization
    113 N3a7ac2b351eb48ce95dfc7c0a0b4391d rdf:first Nf24b9a85a9724e30a7280bae8d8b612a
    114 rdf:rest N4e4ae5c8bbf545789d487357fc4c4378
    115 N3bd4dde191254920a0360ff36033b7b5 rdf:first sg:person.0777235664.78
    116 rdf:rest N6e703ccbd73548e5bbbd7c11d1d79ed6
    117 N40aaeab7453c4d54a4b7601fe4d2868e schema:name dimensions_id
    118 schema:value pub.1015414942
    119 rdf:type schema:PropertyValue
    120 N41b38c0798df4ac49d72b2fa870951d6 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    121 schema:name Middle Aged
    122 rdf:type schema:DefinedTerm
    123 N43a3d254d38848e592e0ec99e2637f14 rdf:first sg:person.01056417540.25
    124 rdf:rest N12d651965af9435e975da24101dc8b23
    125 N444effb5dd684a2eb4ed24b67c80552b rdf:first sg:person.01216471610.43
    126 rdf:rest N9067577524f44d968a702f51f7c30df8
    127 N45d8281ebd5448caa9a4555d411bc22b rdf:first sg:person.0766065523.39
    128 rdf:rest N119e4e8043d5494e9704c281269505e8
    129 N4ab471ef19594f4b9cec093c4bd04d46 rdf:first N4db3be4ae1fd41eda96e028cd74961dc
    130 rdf:rest Nd7ece2ac9dbd4370b53292cdda8e5dce
    131 N4b591682db6b4b5783b0352df682e430 rdf:first sg:person.01054436450.54
    132 rdf:rest N45d8281ebd5448caa9a4555d411bc22b
    133 N4bca469d35b14cec9496306e7d658672 rdf:first sg:person.01131645746.31
    134 rdf:rest N8385b3e360c144f4a7f58b2df379435b
    135 N4c348495a60e4afd98019694b2a1daf8 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    136 schema:name Breast Neoplasms
    137 rdf:type schema:DefinedTerm
    138 N4db3be4ae1fd41eda96e028cd74961dc schema:affiliation https://www.grid.ac/institutes/grid.17063.33
    139 schema:familyName Yaffe
    140 schema:givenName Martin J.
    141 rdf:type schema:Person
    142 N4e4ae5c8bbf545789d487357fc4c4378 rdf:first sg:person.01117141733.07
    143 rdf:rest N444effb5dd684a2eb4ed24b67c80552b
    144 N5193d08e52ac4d59b65bb19645dfc721 schema:name doi
    145 schema:value 10.1186/s13058-016-0787-0
    146 rdf:type schema:PropertyValue
    147 N52e0a0f76f76438884397e50c6c2346c schema:issueNumber 1
    148 rdf:type schema:PublicationIssue
    149 N561196ff935540b0837a23be3eb392fe schema:name Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
    150 rdf:type schema:Organization
    151 N5ba44a526103460bbffd2cfca5639e22 rdf:first Ne1df2696525e48919c6a9b06557fb0a3
    152 rdf:rest Nbceb3af5a51f4d74a00d8acf2c3f5ada
    153 N5d8f8131336e4f74884057e74f8de58f schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    154 schema:name Female
    155 rdf:type schema:DefinedTerm
    156 N5db0bf3e9aba4c2993ac0138e6fbb1a5 schema:name Cancer Epidemiology Unit, Instituto de Salud Carlos III and CIBERESP, Madrid, Spain
    157 rdf:type schema:Organization
    158 N6581f96db119445fbe381e4c7568076c rdf:first sg:person.01260105300.25
    159 rdf:rest Ne1b9c39aeafe4843b931c60e6466257a
    160 N69fc21a57f524946ad6dccd9d25b61bf rdf:first sg:person.01075643376.65
    161 rdf:rest Ncb35cac2c45549cf939402095e0b9124
    162 N6b49e0eb7f6a4f0a81b8eabf2c91b513 schema:name Cancer Research Malaysia, Subang Jaya, Malaysia
    163 rdf:type schema:Organization
    164 N6da230e794b2406abc2c707582a4671d rdf:first sg:person.010361203455.96
    165 rdf:rest N95358c6e78c74f4da03df2572f2f6771
    166 N6e703ccbd73548e5bbbd7c11d1d79ed6 rdf:first sg:person.01265606610.67
    167 rdf:rest N2c8276699d0141fb9b1f45af0cb92c25
    168 N6ea90ea8dd9e4df597e82561b389639b schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    169 schema:name Aged
    170 rdf:type schema:DefinedTerm
    171 N71ee386341ab4d51982f919a0f0788e3 schema:name nlm_unique_id
    172 schema:value 100927353
    173 rdf:type schema:PropertyValue
    174 N72f30105c89d4ddead114bbff060cb0c rdf:first sg:person.01145505576.82
    175 rdf:rest N4bca469d35b14cec9496306e7d658672
    176 N76be641a3e5846138c6d239812520b37 rdf:first sg:person.01036064351.42
    177 rdf:rest Nde21cadfc2a446f583889aa6931811d8
    178 N7f38d23bfaae401cb5440b8c6a2fdf0a schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    179 schema:name Adult
    180 rdf:type schema:DefinedTerm
    181 N8385b3e360c144f4a7f58b2df379435b rdf:first N93654e54470043a4b0725512db8f03af
    182 rdf:rest N5ba44a526103460bbffd2cfca5639e22
    183 N89746665c83046f4ab551350ff39b543 rdf:first sg:person.011611703032.94
    184 rdf:rest N69fc21a57f524946ad6dccd9d25b61bf
    185 N8ae8e43efe3d4b9093c5a7047d472089 schema:volumeNumber 18
    186 rdf:type schema:PublicationVolume
    187 N8c9e9cc3cb0d4111899ec1ffb1a168d6 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    188 schema:name Humans
    189 rdf:type schema:DefinedTerm
    190 N8ee79aa98fa343d6b0e480400c945aa8 rdf:first sg:person.01045202072.10
    191 rdf:rest Na0ea71924be64b179e1694cb19177062
    192 N9067577524f44d968a702f51f7c30df8 rdf:first sg:person.01000347250.56
    193 rdf:rest N1954386fe2a844c3806e2a8997b7e37c
    194 N91bcbb497ebd45cd874ede4646b218e1 schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    195 schema:name Aged, 80 and over
    196 rdf:type schema:DefinedTerm
    197 N93654e54470043a4b0725512db8f03af schema:affiliation Nd83f715366c046a6ba4261269b04bd9f
    198 schema:familyName Qureshi
    199 schema:givenName Samera
    200 rdf:type schema:Person
    201 N93f3ea30b0ce413fa951428716843625 schema:name Cancer Epidemiology Unit, Instituto de Salud Carlos III and CIBERESP, Madrid, Spain
    202 rdf:type schema:Organization
    203 N95358c6e78c74f4da03df2572f2f6771 rdf:first sg:person.0715745415.34
    204 rdf:rest N76be641a3e5846138c6d239812520b37
    205 N9c90ebe70e82459ca8f5d422299542d2 rdf:first Nf203e68dbc1247578d1b942a81fae2eb
    206 rdf:rest N2aab8e0b59a549c9b1487edb14ad97f8
    207 N9d718bf51b4c44ffb398928cb5eba603 rdf:first sg:person.0676467617.83
    208 rdf:rest N6581f96db119445fbe381e4c7568076c
    209 N9e171ccdd97c4731b4fd0d3b40296a23 rdf:first N1629a874c07c4d1990a820ee09c0bc5d
    210 rdf:rest N204a378b3a0a478694f339aeb8d2142f
    211 N9ed67f252854423599806534bbd6ef1e rdf:first sg:person.01172774244.59
    212 rdf:rest Nec71b9ccc57940e8a89c69e96cf9a253
    213 Na0ea71924be64b179e1694cb19177062 rdf:first sg:person.012262377764.98
    214 rdf:rest N9c90ebe70e82459ca8f5d422299542d2
    215 Na83a1422412749fe99657f1d024582f1 schema:name Springer Nature - SN SciGraph project
    216 rdf:type schema:Organization
    217 Na972399d18d9427a8d41595167bca2c5 rdf:first sg:person.0616256460.84
    218 rdf:rest Nc653283376494efc87647d47f77b325b
    219 Nab63d75b600f4c89b5ebd0bc5ebdce5c schema:affiliation https://www.grid.ac/institutes/grid.11951.3d
    220 schema:familyName Dickens
    221 schema:givenName Caroline
    222 rdf:type schema:Person
    223 Nadff4451e3204cf398917be283b77778 rdf:first sg:person.01230144105.36
    224 rdf:rest N04d0462ab5414f568d4870c74ab56d1e
    225 Nae8d38f40d5e4d05a24b80d2dbcde061 rdf:first sg:person.01212736661.13
    226 rdf:rest Nc47007b6ed204b9c9ad4260db7eca170
    227 Nbceb3af5a51f4d74a00d8acf2c3f5ada rdf:first Ne464695d9ddc4c79beddb16ae4370faa
    228 rdf:rest Nc4caea1dbfcd4850834b50e0fc830c0a
    229 Nbd67e1a0424649ac9bf85dd572a8e77c schema:name National Cancer Control Center, Haifa, Israel
    230 rdf:type schema:Organization
    231 Nc47007b6ed204b9c9ad4260db7eca170 rdf:first sg:person.0663223751.22
    232 rdf:rest N2c0aa36a7f674a0786a96c3858063082
    233 Nc4caea1dbfcd4850834b50e0fc830c0a rdf:first sg:person.01162045772.28
    234 rdf:rest Ncb575508cdaf423aac1f0448a4b8118a
    235 Nc653283376494efc87647d47f77b325b rdf:first sg:person.01340755642.63
    236 rdf:rest Nd381237ccb454204be7307237e04d217
    237 Nc658ab1349eb4467ac8639006964428e schema:affiliation https://www.grid.ac/institutes/grid.5072.0
    238 schema:familyName Allen
    239 schema:givenName Steve
    240 rdf:type schema:Person
    241 Ncb35cac2c45549cf939402095e0b9124 rdf:first sg:person.01232143261.14
    242 rdf:rest Nd2a2768900c7413aa2883ab421bf1f82
    243 Ncb575508cdaf423aac1f0448a4b8118a rdf:first sg:person.01042011335.28
    244 rdf:rest Nd47938294731486db47685b2ff8d6607
    245 Nd0f4bee779d54d67bcb17eb5cfeddf6a schema:inDefinedTermSet https://www.nlm.nih.gov/mesh/
    246 schema:name Breast Density
    247 rdf:type schema:DefinedTerm
    248 Nd2a2768900c7413aa2883ab421bf1f82 rdf:first sg:person.0623676157.08
    249 rdf:rest N4ab471ef19594f4b9cec093c4bd04d46
    250 Nd381237ccb454204be7307237e04d217 rdf:first sg:person.01146477655.80
    251 rdf:rest N227b52398d874c8285d07f56c2402ce2
    252 Nd47938294731486db47685b2ff8d6607 rdf:first Nee908e530c6947c49f04fe585198774c
    253 rdf:rest N9e171ccdd97c4731b4fd0d3b40296a23
    254 Nd7ece2ac9dbd4370b53292cdda8e5dce rdf:first sg:person.014201635472.86
    255 rdf:rest Nadff4451e3204cf398917be283b77778
    256 Nd83f715366c046a6ba4261269b04bd9f schema:name Norwegian Center for Minority and Migrant Health Research (NAKMI), Oslo, Norway
    257 rdf:type schema:Organization
    258 Nde21cadfc2a446f583889aa6931811d8 rdf:first sg:person.01117365224.55
    259 rdf:rest N3a7ac2b351eb48ce95dfc7c0a0b4391d
    260 Ne1b9c39aeafe4843b931c60e6466257a rdf:first sg:person.01027327123.04
    261 rdf:rest Nae8d38f40d5e4d05a24b80d2dbcde061
    262 Ne1df2696525e48919c6a9b06557fb0a3 schema:affiliation https://www.grid.ac/institutes/grid.410425.6
    263 schema:familyName Ma
    264 schema:givenName Huiyan
    265 rdf:type schema:Person
    266 Ne464695d9ddc4c79beddb16ae4370faa schema:affiliation https://www.grid.ac/institutes/grid.42505.36
    267 schema:familyName Lee
    268 schema:givenName Eunjung
    269 rdf:type schema:Person
    270 Ne5d80ffa3d374f8ca4f25095f56d74d2 schema:name Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
    271 rdf:type schema:Organization
    272 Nebc9782df9b64bcc83a104a24ada5d68 rdf:first sg:person.011345634764.60
    273 rdf:rest N3bd4dde191254920a0360ff36033b7b5
    274 Nec71b9ccc57940e8a89c69e96cf9a253 rdf:first sg:person.01237416770.38
    275 rdf:rest N4b591682db6b4b5783b0352df682e430
    276 Ned21887cef6c4a48bb97e2c9c0391ea1 rdf:first sg:person.01172130754.07
    277 rdf:rest N282ad345dcb04251bf07738d96eed425
    278 Nee908e530c6947c49f04fe585198774c schema:affiliation https://www.grid.ac/institutes/grid.413967.e
    279 schema:familyName Lee
    280 schema:givenName Jong Won
    281 rdf:type schema:Person
    282 Nf203e68dbc1247578d1b942a81fae2eb schema:affiliation https://www.grid.ac/institutes/grid.256342.4
    283 schema:familyName Nagata
    284 schema:givenName Chisato
    285 rdf:type schema:Person
    286 Nf24b9a85a9724e30a7280bae8d8b612a schema:affiliation https://www.grid.ac/institutes/grid.468198.a
    287 schema:familyName Heine
    288 schema:givenName John
    289 rdf:type schema:Person
    290 Nf688e4c54570409c8a59486ee8053c37 rdf:first sg:person.014066071017.69
    291 rdf:rest N43a3d254d38848e592e0ec99e2637f14
    292 anzsrc-for:11 schema:inDefinedTermSet anzsrc-for:
    293 schema:name Medical and Health Sciences
    294 rdf:type schema:DefinedTerm
    295 anzsrc-for:1117 schema:inDefinedTermSet anzsrc-for:
    296 schema:name Public Health and Health Services
    297 rdf:type schema:DefinedTerm
    298 sg:grant.2435752 http://pending.schema.org/fundedItem sg:pub.10.1186/s13058-016-0787-0
    299 rdf:type schema:MonetaryGrant
    300 sg:grant.2440217 http://pending.schema.org/fundedItem sg:pub.10.1186/s13058-016-0787-0
    301 rdf:type schema:MonetaryGrant
    302 sg:grant.2479079 http://pending.schema.org/fundedItem sg:pub.10.1186/s13058-016-0787-0
    303 rdf:type schema:MonetaryGrant
    304 sg:grant.2479676 http://pending.schema.org/fundedItem sg:pub.10.1186/s13058-016-0787-0
    305 rdf:type schema:MonetaryGrant
    306 sg:grant.2480472 http://pending.schema.org/fundedItem sg:pub.10.1186/s13058-016-0787-0
    307 rdf:type schema:MonetaryGrant
    308 sg:grant.2482366 http://pending.schema.org/fundedItem sg:pub.10.1186/s13058-016-0787-0
    309 rdf:type schema:MonetaryGrant
    310 sg:grant.2569925 http://pending.schema.org/fundedItem sg:pub.10.1186/s13058-016-0787-0
    311 rdf:type schema:MonetaryGrant
    312 sg:grant.2705365 http://pending.schema.org/fundedItem sg:pub.10.1186/s13058-016-0787-0
    313 rdf:type schema:MonetaryGrant
    314 sg:grant.3801883 http://pending.schema.org/fundedItem sg:pub.10.1186/s13058-016-0787-0
    315 rdf:type schema:MonetaryGrant
    316 sg:grant.5138812 http://pending.schema.org/fundedItem sg:pub.10.1186/s13058-016-0787-0
    317 rdf:type schema:MonetaryGrant
    318 sg:grant.6714900 http://pending.schema.org/fundedItem sg:pub.10.1186/s13058-016-0787-0
    319 rdf:type schema:MonetaryGrant
    320 sg:grant.6720270 http://pending.schema.org/fundedItem sg:pub.10.1186/s13058-016-0787-0
    321 rdf:type schema:MonetaryGrant
    322 sg:journal.1022375 schema:issn 1465-5411
    323 1465-542X
    324 schema:name Breast Cancer Research
    325 rdf:type schema:Periodical
    326 sg:person.01000347250.56 schema:affiliation https://www.grid.ac/institutes/grid.443909.3
    327 schema:familyName Pereira
    328 schema:givenName Ana
    329 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01000347250.56
    330 rdf:type schema:Person
    331 sg:person.01027327123.04 schema:affiliation https://www.grid.ac/institutes/grid.415771.1
    332 schema:familyName Lajous
    333 schema:givenName Martín
    334 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01027327123.04
    335 rdf:type schema:Person
    336 sg:person.01036064351.42 schema:affiliation https://www.grid.ac/institutes/grid.1012.2
    337 schema:familyName Stone
    338 schema:givenName Jennifer
    339 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01036064351.42
    340 rdf:type schema:Person
    341 sg:person.010361203455.96 schema:affiliation https://www.grid.ac/institutes/grid.17703.32
    342 schema:familyName Burton
    343 schema:givenName Anya
    344 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.010361203455.96
    345 rdf:type schema:Person
    346 sg:person.01041061221.12 schema:affiliation N00d5f8e44f794b9eb26d254cc125a642
    347 schema:familyName Teo
    348 schema:givenName Soo-Hwang
    349 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01041061221.12
    350 rdf:type schema:Person
    351 sg:person.01042011335.28 schema:affiliation https://www.grid.ac/institutes/grid.411036.1
    352 schema:familyName Sirous
    353 schema:givenName Mehri
    354 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01042011335.28
    355 rdf:type schema:Person
    356 sg:person.01045202072.10 schema:affiliation https://www.grid.ac/institutes/grid.4280.e
    357 schema:familyName Miao
    358 schema:givenName Hui
    359 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01045202072.10
    360 rdf:type schema:Person
    361 sg:person.01054436450.54 schema:affiliation https://www.grid.ac/institutes/grid.418868.b
    362 schema:familyName Peplonska
    363 schema:givenName Beata
    364 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01054436450.54
    365 rdf:type schema:Person
    366 sg:person.01056417540.25 schema:affiliation https://www.grid.ac/institutes/grid.83440.3b
    367 schema:familyName Hipwell
    368 schema:givenName John H.
    369 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01056417540.25
    370 rdf:type schema:Person
    371 sg:person.01075643376.65 schema:affiliation https://www.grid.ac/institutes/grid.419887.b
    372 schema:familyName Chiarelli
    373 schema:givenName Anna M.
    374 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01075643376.65
    375 rdf:type schema:Person
    376 sg:person.01117141733.07 schema:affiliation https://www.grid.ac/institutes/grid.66875.3a
    377 schema:familyName Vachon
    378 schema:givenName Celine
    379 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01117141733.07
    380 rdf:type schema:Person
    381 sg:person.01117365224.55 schema:affiliation N561196ff935540b0837a23be3eb392fe
    382 schema:familyName Tamimi
    383 schema:givenName Rulla M.
    384 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01117365224.55
    385 rdf:type schema:Person
    386 sg:person.01131645746.31 schema:affiliation https://www.grid.ac/institutes/grid.42505.36
    387 schema:familyName Ursin
    388 schema:givenName Giske
    389 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01131645746.31
    390 rdf:type schema:Person
    391 sg:person.011345634764.60 schema:affiliation https://www.grid.ac/institutes/grid.16477.33
    392 schema:familyName Aribal
    393 schema:givenName Mustafa Erkin
    394 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.011345634764.60
    395 rdf:type schema:Person
    396 sg:person.01145505576.82 schema:affiliation Nbd67e1a0424649ac9bf85dd572a8e77c
    397 schema:familyName Flugelman
    398 schema:givenName Anath Arzee
    399 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01145505576.82
    400 rdf:type schema:Person
    401 sg:person.01146477655.80 schema:affiliation N5db0bf3e9aba4c2993ac0138e6fbb1a5
    402 schema:familyName Pollán
    403 schema:givenName Marina
    404 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01146477655.80
    405 rdf:type schema:Person
    406 sg:person.011611703032.94 schema:affiliation https://www.grid.ac/institutes/grid.4868.2
    407 schema:familyName Moss
    408 schema:givenName Sue
    409 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.011611703032.94
    410 rdf:type schema:Person
    411 sg:person.01162045772.28 schema:affiliation https://www.grid.ac/institutes/grid.411036.1
    412 schema:familyName Sirous
    413 schema:givenName Reza
    414 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01162045772.28
    415 rdf:type schema:Person
    416 sg:person.01171767721.27 schema:affiliation https://www.grid.ac/institutes/grid.411192.e
    417 schema:familyName Vinayak
    418 schema:givenName Sudhir
    419 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01171767721.27
    420 rdf:type schema:Person
    421 sg:person.01172130754.07 schema:affiliation https://www.grid.ac/institutes/grid.476980.4
    422 schema:familyName Kamal
    423 schema:givenName Rasha
    424 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01172130754.07
    425 rdf:type schema:Person
    426 sg:person.01172774244.59 schema:affiliation https://www.grid.ac/institutes/grid.7692.a
    427 schema:familyName van Gils
    428 schema:givenName Carla H.
    429 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01172774244.59
    430 rdf:type schema:Person
    431 sg:person.01201207612.36 schema:affiliation https://www.grid.ac/institutes/grid.416266.1
    432 schema:familyName Vinnicombe
    433 schema:givenName Sarah
    434 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01201207612.36
    435 rdf:type schema:Person
    436 sg:person.01212736661.13 schema:affiliation https://www.grid.ac/institutes/grid.415771.1
    437 schema:familyName Lopez-Riduara
    438 schema:givenName Ruy
    439 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01212736661.13
    440 rdf:type schema:Person
    441 sg:person.01216471610.43 schema:affiliation https://www.grid.ac/institutes/grid.9601.e
    442 schema:familyName Ozmen
    443 schema:givenName Vahit
    444 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01216471610.43
    445 rdf:type schema:Person
    446 sg:person.01216577761.98 schema:affiliation https://www.grid.ac/institutes/grid.411192.e
    447 schema:familyName Ndumia
    448 schema:givenName Rose
    449 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01216577761.98
    450 rdf:type schema:Person
    451 sg:person.012262377764.98 schema:affiliation https://www.grid.ac/institutes/grid.4280.e
    452 schema:familyName Chia
    453 schema:givenName Kee-Seng
    454 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.012262377764.98
    455 rdf:type schema:Person
    456 sg:person.01230144105.36 schema:affiliation https://www.grid.ac/institutes/grid.8991.9
    457 schema:familyName dos-Santos-Silva
    458 schema:givenName Isabel
    459 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01230144105.36
    460 rdf:type schema:Person
    461 sg:person.01232143261.14 schema:affiliation https://www.grid.ac/institutes/grid.415224.4
    462 schema:familyName Linton
    463 schema:givenName Linda
    464 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01232143261.14
    465 rdf:type schema:Person
    466 sg:person.01237416770.38 schema:affiliation https://www.grid.ac/institutes/grid.7692.a
    467 schema:familyName Wanders
    468 schema:givenName Johanna O. P.
    469 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01237416770.38
    470 rdf:type schema:Person
    471 sg:person.01240152636.23 schema:affiliation https://www.grid.ac/institutes/grid.17703.32
    472 schema:familyName Romieu
    473 schema:givenName Isabelle
    474 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01240152636.23
    475 rdf:type schema:Person
    476 sg:person.01260105300.25 schema:affiliation N340189a5164d4fb6884893b6e27f3242
    477 schema:familyName Taib
    478 schema:givenName Nur Aishah Mohd
    479 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01260105300.25
    480 rdf:type schema:Person
    481 sg:person.01265606610.67 schema:affiliation https://www.grid.ac/institutes/grid.414329.9
    482 schema:familyName Kwong
    483 schema:givenName Ava
    484 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01265606610.67
    485 rdf:type schema:Person
    486 sg:person.01300102046.39 schema:affiliation https://www.grid.ac/institutes/grid.4280.e
    487 schema:familyName Hartman
    488 schema:givenName Mikael
    489 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01300102046.39
    490 rdf:type schema:Person
    491 sg:person.01312606436.26 schema:affiliation https://www.grid.ac/institutes/grid.17703.32
    492 schema:familyName Schüz
    493 schema:givenName Joachim
    494 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01312606436.26
    495 rdf:type schema:Person
    496 sg:person.01340755642.63 schema:affiliation N93f3ea30b0ce413fa951428716843625
    497 schema:familyName Pérez Gómez
    498 schema:givenName Beatriz
    499 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01340755642.63
    500 rdf:type schema:Person
    501 sg:person.01367601343.61 schema:affiliation https://www.grid.ac/institutes/grid.17703.32
    502 schema:familyName McCormack
    503 schema:givenName Valerie A.
    504 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01367601343.61
    505 rdf:type schema:Person
    506 sg:person.014066071017.69 schema:affiliation https://www.grid.ac/institutes/grid.66875.3a
    507 schema:familyName Scott
    508 schema:givenName Christopher
    509 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014066071017.69
    510 rdf:type schema:Person
    511 sg:person.014201635472.86 schema:affiliation https://www.grid.ac/institutes/grid.415224.4
    512 schema:familyName Boyd
    513 schema:givenName Norman F.
    514 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014201635472.86
    515 rdf:type schema:Person
    516 sg:person.0616256460.84 schema:affiliation https://www.grid.ac/institutes/grid.1008.9
    517 schema:familyName Hopper
    518 schema:givenName John
    519 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0616256460.84
    520 rdf:type schema:Person
    521 sg:person.0623676157.08 schema:affiliation https://www.grid.ac/institutes/grid.410445.0
    522 schema:familyName Maskarinec
    523 schema:givenName Gertraud
    524 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0623676157.08
    525 rdf:type schema:Person
    526 sg:person.0663223751.22 schema:affiliation Ne5d80ffa3d374f8ca4f25095f56d74d2
    527 schema:familyName Rice
    528 schema:givenName Megan
    529 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0663223751.22
    530 rdf:type schema:Person
    531 sg:person.0676467617.83 schema:affiliation N6b49e0eb7f6a4f0a81b8eabf2c91b513
    532 schema:familyName Mariapun
    533 schema:givenName Shivaani
    534 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0676467617.83
    535 rdf:type schema:Person
    536 sg:person.0706746521.05 schema:affiliation https://www.grid.ac/institutes/grid.7776.1
    537 schema:familyName Salem
    538 schema:givenName Dorria
    539 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0706746521.05
    540 rdf:type schema:Person
    541 sg:person.0715745415.34 schema:affiliation https://www.grid.ac/institutes/grid.17703.32
    542 schema:familyName Byrnes
    543 schema:givenName Graham
    544 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0715745415.34
    545 rdf:type schema:Person
    546 sg:person.0732505060.44 schema:affiliation https://www.grid.ac/institutes/grid.1008.9
    547 schema:familyName Giles
    548 schema:givenName Graham G.
    549 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0732505060.44
    550 rdf:type schema:Person
    551 sg:person.0755163703.27 schema:affiliation https://www.grid.ac/institutes/grid.83440.3b
    552 schema:familyName Garmendia
    553 schema:givenName Maria Luisa
    554 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0755163703.27
    555 rdf:type schema:Person
    556 sg:person.0766065523.39 schema:affiliation https://www.grid.ac/institutes/grid.418868.b
    557 schema:familyName Bukowska
    558 schema:givenName Agnieszka
    559 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0766065523.39
    560 rdf:type schema:Person
    561 sg:person.0777235664.78 schema:affiliation https://www.grid.ac/institutes/grid.189504.1
    562 schema:familyName Bertrand
    563 schema:givenName Kimberly
    564 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0777235664.78
    565 rdf:type schema:Person
    566 sg:pub.10.1007/978-3-642-13666-5_55 schema:sameAs https://app.dimensions.ai/details/publication/pub.1035237786
    567 https://doi.org/10.1007/978-3-642-13666-5_55
    568 rdf:type schema:CreativeWork
    569 sg:pub.10.1007/s00330-013-2876-0 schema:sameAs https://app.dimensions.ai/details/publication/pub.1015024324
    570 https://doi.org/10.1007/s00330-013-2876-0
    571 rdf:type schema:CreativeWork
    572 sg:pub.10.1186/bcr3372 schema:sameAs https://app.dimensions.ai/details/publication/pub.1014511017
    573 https://doi.org/10.1186/bcr3372
    574 rdf:type schema:CreativeWork
    575 sg:pub.10.1186/bcr3474 schema:sameAs https://app.dimensions.ai/details/publication/pub.1035350498
    576 https://doi.org/10.1186/bcr3474
    577 rdf:type schema:CreativeWork
    578 sg:pub.10.1186/s13058-014-0439-1 schema:sameAs https://app.dimensions.ai/details/publication/pub.1003025389
    579 https://doi.org/10.1186/s13058-014-0439-1
    580 rdf:type schema:CreativeWork
    581 sg:pub.10.1186/s13058-014-0451-5 schema:sameAs https://app.dimensions.ai/details/publication/pub.1000751998
    582 https://doi.org/10.1186/s13058-014-0451-5
    583 rdf:type schema:CreativeWork
    584 sg:pub.10.1186/s13058-015-0626-8 schema:sameAs https://app.dimensions.ai/details/publication/pub.1033528802
    585 https://doi.org/10.1186/s13058-015-0626-8
    586 rdf:type schema:CreativeWork
    587 sg:pub.10.1186/s13058-015-0654-4 schema:sameAs https://app.dimensions.ai/details/publication/pub.1005409492
    588 https://doi.org/10.1186/s13058-015-0654-4
    589 rdf:type schema:CreativeWork
    590 sg:pub.10.1186/s13058-016-0756-7 schema:sameAs https://app.dimensions.ai/details/publication/pub.1028156098
    591 https://doi.org/10.1186/s13058-016-0756-7
    592 rdf:type schema:CreativeWork
    593 https://doi.org/10.1002/ijc.25053 schema:sameAs https://app.dimensions.ai/details/publication/pub.1009604327
    594 rdf:type schema:CreativeWork
    595 https://doi.org/10.1002/ijc.25252 schema:sameAs https://app.dimensions.ai/details/publication/pub.1009945972
    596 rdf:type schema:CreativeWork
    597 https://doi.org/10.1002/ijc.29210 schema:sameAs https://app.dimensions.ai/details/publication/pub.1018963471
    598 rdf:type schema:CreativeWork
    599 https://doi.org/10.1016/j.acra.2013.01.003 schema:sameAs https://app.dimensions.ai/details/publication/pub.1007702680
    600 rdf:type schema:CreativeWork
    601 https://doi.org/10.1016/j.canep.2015.11.015 schema:sameAs https://app.dimensions.ai/details/publication/pub.1029807445
    602 rdf:type schema:CreativeWork
    603 https://doi.org/10.1017/s1368980013000098 schema:sameAs https://app.dimensions.ai/details/publication/pub.1015845787
    604 rdf:type schema:CreativeWork
    605 https://doi.org/10.1056/nejmoa062790 schema:sameAs https://app.dimensions.ai/details/publication/pub.1022154822
    606 rdf:type schema:CreativeWork
    607 https://doi.org/10.1093/aje/kwt238 schema:sameAs https://app.dimensions.ai/details/publication/pub.1035455629
    608 rdf:type schema:CreativeWork
    609 https://doi.org/10.1093/jnci/djr079 schema:sameAs https://app.dimensions.ai/details/publication/pub.1040220198
    610 rdf:type schema:CreativeWork
    611 https://doi.org/10.1117/1.jmi.2.1.015501 schema:sameAs https://app.dimensions.ai/details/publication/pub.1034789756
    612 rdf:type schema:CreativeWork
    613 https://doi.org/10.1118/1.2040710 schema:sameAs https://app.dimensions.ai/details/publication/pub.1046937555
    614 rdf:type schema:CreativeWork
    615 https://doi.org/10.1118/1.3065066 schema:sameAs https://app.dimensions.ai/details/publication/pub.1032462755
    616 rdf:type schema:CreativeWork
    617 https://doi.org/10.1118/1.4736530 schema:sameAs https://app.dimensions.ai/details/publication/pub.1035857637
    618 rdf:type schema:CreativeWork
    619 https://doi.org/10.1148/radiol.13122567 schema:sameAs https://app.dimensions.ai/details/publication/pub.1002615800
    620 rdf:type schema:CreativeWork
    621 https://doi.org/10.1177/153303460400300611 schema:sameAs https://app.dimensions.ai/details/publication/pub.1028892492
    622 rdf:type schema:CreativeWork
    623 https://doi.org/10.1371/journal.pone.0117568 schema:sameAs https://app.dimensions.ai/details/publication/pub.1033045014
    624 rdf:type schema:CreativeWork
    625 https://doi.org/10.7314/apjcp.2014.15.4.1693 schema:sameAs https://app.dimensions.ai/details/publication/pub.1042446358
    626 rdf:type schema:CreativeWork
    627 https://doi.org/10.7326/0003-4819-155-1-201107050-00003 schema:sameAs https://app.dimensions.ai/details/publication/pub.1073712215
    628 rdf:type schema:CreativeWork
    629 https://www.grid.ac/institutes/grid.1008.9 schema:alternateName University of Melbourne
    630 schema:name Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, Victoria, Australia
    631 Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
    632 rdf:type schema:Organization
    633 https://www.grid.ac/institutes/grid.1012.2 schema:alternateName University of Western Australia
    634 schema:name Centre for Genetic Origins of Health and Disease, Curtin University and the University of Western Australia, Perth, Australia
    635 rdf:type schema:Organization
    636 https://www.grid.ac/institutes/grid.11951.3d schema:alternateName University of the Witwatersrand
    637 schema:name Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
    638 rdf:type schema:Organization
    639 https://www.grid.ac/institutes/grid.16477.33 schema:alternateName Marmara University
    640 schema:name Marmara University School of Medicine Department of Radiology, Istanbul, Turkey
    641 rdf:type schema:Organization
    642 https://www.grid.ac/institutes/grid.17063.33 schema:alternateName University of Toronto
    643 schema:name Medical Biophysics, University of Toronto, Toronto, Canada
    644 rdf:type schema:Organization
    645 https://www.grid.ac/institutes/grid.17703.32 schema:alternateName International Agency For Research On Cancer
    646 schema:name Section of Environment and Radiation, International Agency for Research on Cancer, 150 cours Albert Thomas, 69372, Lyon, Cedex 09, France
    647 Section of Nutrition and Metabolism, International Agency for Research on Cancer, Lyon, France
    648 rdf:type schema:Organization
    649 https://www.grid.ac/institutes/grid.189504.1 schema:alternateName Boston University
    650 schema:name Slone Epidemiology Center, Boston University, Boston, MA, USA
    651 rdf:type schema:Organization
    652 https://www.grid.ac/institutes/grid.256342.4 schema:alternateName Gifu University
    653 schema:name Gifu University, Gifu, Japan
    654 rdf:type schema:Organization
    655 https://www.grid.ac/institutes/grid.410425.6 schema:alternateName City Of Hope National Medical Center
    656 schema:name Department of Population Sciences, Beckman Research Institute, City of Hope, CA, USA
    657 rdf:type schema:Organization
    658 https://www.grid.ac/institutes/grid.410445.0 schema:alternateName University of Hawaii at Manoa
    659 schema:name University of Hawaii Cancer Center, Honolulu, HI, USA
    660 rdf:type schema:Organization
    661 https://www.grid.ac/institutes/grid.411036.1 schema:alternateName Isfahan University of Medical Sciences
    662 schema:name Isfahan University of Medical Sciences, Isfahan, Iran
    663 rdf:type schema:Organization
    664 https://www.grid.ac/institutes/grid.411192.e schema:alternateName The Aga Khan University Hospital
    665 schema:name Aga Khan University Hospital, Nairobi, Kenya
    666 rdf:type schema:Organization
    667 https://www.grid.ac/institutes/grid.413967.e schema:alternateName Asan Medical Center
    668 schema:name Department of Surgery, Asan Medical Center, Seoul, Republic of Korea
    669 rdf:type schema:Organization
    670 https://www.grid.ac/institutes/grid.414329.9 schema:alternateName Hong Kong Sanatorium and Hospital
    671 schema:name Department of Surgery, Hong Kong Sanatorium and Hospital, Hong Kong, People’s Republic of China
    672 Division of Breast Surgery, Department of Surgery, The University of Hong Kong, Hong Kong, People’s Republic of China
    673 rdf:type schema:Organization
    674 https://www.grid.ac/institutes/grid.415224.4 schema:alternateName Princess Margaret Cancer Centre
    675 schema:name Princess Margaret Cancer Centre, Toronto, Canada
    676 rdf:type schema:Organization
    677 https://www.grid.ac/institutes/grid.415771.1 schema:alternateName Instituto Nacional de Salud Pública
    678 schema:name Center for Research on Population Health, Instituto Nacional de Salud Pública, Mexico City, Mexico
    679 Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, USA
    680 rdf:type schema:Organization
    681 https://www.grid.ac/institutes/grid.416266.1 schema:alternateName Ninewells Hospital
    682 schema:name Division of Cancer Research, Ninewells Hospital & Medical School, Dundee, UK
    683 rdf:type schema:Organization
    684 https://www.grid.ac/institutes/grid.418868.b schema:alternateName Nofer Institute of Occupational Medicine
    685 schema:name Nofer Institute of Occupational Medicine, Łódz, Poland
    686 rdf:type schema:Organization
    687 https://www.grid.ac/institutes/grid.419887.b schema:alternateName Cancer Care Ontario
    688 schema:name Ontario Breast Screening Program, Cancer Care Ontario, Toronto, Canada
    689 rdf:type schema:Organization
    690 https://www.grid.ac/institutes/grid.42505.36 schema:alternateName University of Southern California
    691 schema:name Cancer Registry of Norway, Oslo, Norway
    692 Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
    693 Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
    694 rdf:type schema:Organization
    695 https://www.grid.ac/institutes/grid.4280.e schema:alternateName National University of Singapore
    696 schema:name Department of Surgery, Yong Loo Lin School of Medicine, Singapore, Singapore
    697 NUS Graduate School for Integrative Sciences and Engineering, National University of Singapore, Singapore, Singapore
    698 Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
    699 rdf:type schema:Organization
    700 https://www.grid.ac/institutes/grid.443909.3 schema:alternateName University of Chile
    701 schema:name Institute of Nutrition and Food Technology, University of Chile, Santiago, Chile
    702 rdf:type schema:Organization
    703 https://www.grid.ac/institutes/grid.468198.a schema:alternateName Moffitt Cancer Center
    704 schema:name Moffitt Cancer Center, Tampa, FL, USA
    705 rdf:type schema:Organization
    706 https://www.grid.ac/institutes/grid.476980.4 schema:alternateName Cairo University hospitals
    707 schema:name Woman Imaging Unit, Radiodiagnosis Department, Kasr El Aini, Cairo University Hospitals, Cairo, Egypt
    708 rdf:type schema:Organization
    709 https://www.grid.ac/institutes/grid.4868.2 schema:alternateName Queen Mary University of London
    710 schema:name Wolfson Institute of Preventive Medicine, Queen Mary University of London, London, UK
    711 rdf:type schema:Organization
    712 https://www.grid.ac/institutes/grid.5072.0 schema:alternateName Royal Marsden NHS Foundation Trust
    713 schema:name Department of Imaging, Royal Marsden NHS Foundation Trust, London, UK
    714 rdf:type schema:Organization
    715 https://www.grid.ac/institutes/grid.66875.3a schema:alternateName Mayo Clinic
    716 schema:name Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
    717 rdf:type schema:Organization
    718 https://www.grid.ac/institutes/grid.7692.a schema:alternateName University Medical Center Utrecht
    719 schema:name Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
    720 rdf:type schema:Organization
    721 https://www.grid.ac/institutes/grid.7776.1 schema:alternateName Cairo University
    722 schema:name Cairo University, Cairo, Egypt
    723 rdf:type schema:Organization
    724 https://www.grid.ac/institutes/grid.83440.3b schema:alternateName University College London
    725 schema:name Centre for Medical Image Computing, University College London, London, UK
    726 rdf:type schema:Organization
    727 https://www.grid.ac/institutes/grid.8991.9 schema:alternateName London School of Hygiene & Tropical Medicine
    728 schema:name Department of Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
    729 rdf:type schema:Organization
    730 https://www.grid.ac/institutes/grid.9601.e schema:alternateName Istanbul University
    731 schema:name Department of Surgery, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
    732 rdf:type schema:Organization
     




    Preview window. Press ESC to close (or click here)


    ...