Giovanni Montana

Ontology type: schema:Person     

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Publications in SciGraph latest 50 shown

  • 2018-12 Dissociating frontoparietal brain networks with neuroadaptive Bayesian optimization in NATURE COMMUNICATIONS
  • 2018-09-26 Temporal Convolution Networks for Real-Time Abdominal Fetal Aorta Analysis with Ultrasound in ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING – ICANN 2018
  • 2018 Longitudinal Detection of Radiological Abnormalities with Time-Modulated LSTM in DEEP LEARNING IN MEDICAL IMAGE ANALYSIS AND MULTIMODAL LEARNING FOR CLINICAL DECISION SUPPORT
  • 2017-12 Heritability maps of human face morphology through large-scale automated three-dimensional phenotyping in SCIENTIFIC REPORTS
  • 2017-12 Evaluation of treatment response and resistance in metastatic renal cell cancer (mRCC) using integrated 18F–Fluorodeoxyglucose (18F–FDG) positron emission tomography/magnetic resonance imaging (PET/MRI); The REMAP study in BMC CANCER
  • 2017-11-25 Multi-scale Community Detection in Temporal Networks Using Spectral Graph Wavelets in PERSONAL ANALYTICS AND PRIVACY. AN INDIVIDUAL AND COLLECTIVE PERSPECTIVE
  • 2017 Recurrent Fully Convolutional Neural Networks for Multi-slice MRI Cardiac Segmentation in RECONSTRUCTION, SEGMENTATION, AND ANALYSIS OF MEDICAL IMAGES
  • 2015-12 Differential analysis of biological networks in BMC BIOINFORMATICS
  • 2015-06 Classifier calibration using splined empirical probabilities in clinical risk prediction in HEALTH CARE MANAGEMENT SCIENCE
  • 2014-12 Population-based studies of myocardial hypertrophy: high resolution cardiovascular magnetic resonance atlases improve statistical power in JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE
  • 2014-05 Subspace clustering of high-dimensional data: a predictive approach in DATA MINING AND KNOWLEDGE DISCOVERY
  • 2013-10 Random forests on Hadoop for genome-wide association studies of multivariate neuroimaging phenotypes in BMC BIOINFORMATICS
  • 2012 Longitudinal Analysis of Gene Expression Profiles Using Functional Mixed-Effects Models in ADVANCED STATISTICAL METHODS FOR THE ANALYSIS OF LARGE DATA-SETS
  • 2012 A Skew-t-Normal Multi-level Reduced-Rank Functional PCA Model for the Analysis of Replicated Genomics Time Course Data in ADVANCES IN INTELLIGENT DATA ANALYSIS XI
  • 2011-04 Dynamic modeling of mean-reverting spreads for statistical arbitrage in COMPUTATIONAL MANAGEMENT SCIENCE
  • 2011 Modelling Short Time Series in Metabolomics: A Functional Data Analysis Approach in SOFTWARE TOOLS AND ALGORITHMS FOR BIOLOGICAL SYSTEMS
  • 2010-12 Efficiency of Xist-mediated silencing on autosomes is linked to chromosomal domain organisation in EPIGENETICS & CHROMATIN
  • 2009 Data Mining for Algorithmic Asset Management in DATA MINING FOR BUSINESS APPLICATIONS
  • 2008 Learning to Trade with Incremental Support Vector Regression Experts in HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS
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