Nicholas Ayache


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Person Info

NAME

Nicholas

SURNAME

Ayache

Publications in SciGraph latest 50 shown

  • 2018-10-24 Multi-channel Stochastic Variational Inference for the Joint Analysis of Heterogeneous Biomedical Data in Alzheimer’s Disease in UNDERSTANDING AND INTERPRETING MACHINE LEARNING IN MEDICAL IMAGE COMPUTING APPLICATIONS
  • 2018-10-24 Alzheimer’s Disease Modelling and Staging Through Independent Gaussian Process Analysis of Spatio-Temporal Brain Changes in UNDERSTANDING AND INTERPRETING MACHINE LEARNING IN MEDICAL IMAGE COMPUTING APPLICATIONS
  • 2018-02 Multifidelity-CMA: a multifidelity approach for efficient personalisation of 3D cardiac electromechanical models in BIOMECHANICS AND MODELING IN MECHANOBIOLOGY
  • 2018 Unsupervised Probabilistic Deformation Modeling for Robust Diffeomorphic Registration in DEEP LEARNING IN MEDICAL IMAGE ANALYSIS AND MULTIMODAL LEARNING FOR CLINICAL DECISION SUPPORT
  • 2018 Learning Myelin Content in Multiple Sclerosis from Multimodal MRI Through Adversarial Training in MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION – MICCAI 2018
  • 2017-09 Comprehensive preclinical evaluation of a multi-physics model of liver tumor radiofrequency ablation in INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY
  • 2017-06 ECG imaging of ventricular tachycardia: evaluation against simultaneous non-contact mapping and CMR-derived grey zone in MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
  • 2017 Robust Non-rigid Registration Through Agent-Based Action Learning in MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION − MICCAI 2017
  • 2017 Sparse Bayesian Non-linear Regression for Multiple Onsets Estimation in Non-invasive Cardiac Electrophysiology in FUNCTIONAL IMAGING AND MODELLING OF THE HEART
  • 2017 Novel Framework to Integrate Real-Time MR-Guided EP Data with T1 Mapping-Based Computational Heart Models in STATISTICAL ATLASES AND COMPUTATIONAL MODELS OF THE HEART. IMAGING AND MODELLING CHALLENGES
  • 2017 Longitudinal Analysis Using Personalised 3D Cardiac Models with Population-Based Priors: Application to Paediatric Cardiomyopathies in MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION − MICCAI 2017
  • 2017 Longitudinal Parameter Estimation in 3D Electromechanical Models: Application to Cardiovascular Changes in Digestion in FUNCTIONAL IMAGING AND MODELLING OF THE HEART
  • 2017 Estimation of Purkinje Activation from ECG: An Intermittent Left Bundle Branch Block Study in STATISTICAL ATLASES AND COMPUTATIONAL MODELS OF THE HEART. IMAGING AND MODELLING CHALLENGES
  • 2016-09 Impact of the surgical experience on cochleostomy location: a comparative temporal bone study between endaural and posterior tympanotomy approaches for cochlear implantation in EUROPEAN ARCHIVES OF OTO-RHINO-LARYNGOLOGY
  • 2016 Simulating Patient Specific Multiple Time-Point MRIs from a Biophysical Model of Brain Deformation in Alzheimer’s Disease in COMPUTATIONAL BIOMECHANICS FOR MEDICINE
  • 2016 Uncertainty Quantification of Cochlear Implant Insertion from CT Images in CLINICAL IMAGE-BASED PROCEDURES. TRANSLATIONAL RESEARCH IN MEDICAL IMAGING
  • 2016 Myocardial Infarct Localization Using Neighbourhood Approximation Forests in STATISTICAL ATLASES AND COMPUTATIONAL MODELS OF THE HEART. IMAGING AND MODELLING CHALLENGES
  • 2016 Challenges to Validate Multi-Physics Model of Liver Tumor Radiofrequency Ablation from Pre-clinical Data in COMPUTATIONAL BIOMECHANICS FOR MEDICINE
  • 2016 A Framework for Creating Population Specific Multimodal Brain Atlas Using Clinical T1 and Diffusion Tensor Images in COMPUTATIONAL DIFFUSION MRI
  • 2016 A Multiscale Cardiac Model for Fast Personalisation and Exploitation in MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION -- MICCAI 2016
  • 2015-12 Local late gadolinium enhancement features to identify the electrophysiological substrate of post-infarction ventricular tachycardia: a machine learning approach in JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE
  • 2015 Motion-Aware Mosaicing for Confocal Laser Endomicroscopy in MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION -- MICCAI 2015
  • 2015 Spectral Forests: Learning of Surface Data, Application to Cortical Parcellation in MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION -- MICCAI 2015
  • 2015 Building Patient-Specific Physical and Physiological Computational Models from Medical Images in HANDBOOK OF BIOMEDICAL IMAGING
  • 2015 Joint Morphometry of Fiber Tracts and Gray Matter Structures Using Double Diffeomorphisms in INFORMATION PROCESSING IN MEDICAL IMAGING
  • 2015-01 Expert-validated CSF segmentation of MNI atlas enhances accuracy of virtual glioma growth patterns in JOURNAL OF NEURO-ONCOLOGY
  • 2015 Bayesian Personalization of Brain Tumor Growth Model in MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION -- MICCAI 2015
  • 2015 Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study in FUNCTIONAL IMAGING AND MODELING OF THE HEART
  • 2015 Brain Transfer: Spectral Analysis of Cortical Surfaces and Functional Maps in INFORMATION PROCESSING IN MEDICAL IMAGING
  • 2015 GPSSI: Gaussian Process for Sampling Segmentations of Images in MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION – MICCAI 2015
  • 2014-05 Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations in INTERNATIONAL JOURNAL OF COMPUTER VISION
  • 2014 Semi-automated Query Construction for Content-Based Endomicroscopy Video Retrieval in MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION – MICCAI 2014
  • 2014 A Prototype Representation to Approximate White Matter Bundles with Weighted Currents in MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION – MICCAI 2014
  • 2014 Laplacian Forests: Semantic Image Segmentation by Guided Bagging in MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION – MICCAI 2014
  • 2014 Velocity-Based Cardiac Contractility Personalization with Derivative-Free Optimization in STATISTICAL ATLASES AND COMPUTATIONAL MODELS OF THE HEART. IMAGING AND MODELLING CHALLENGES
  • 2014 A Biophysical Model of Shape Changes due to Atrophy in the Brain with Alzheimer’s Disease in MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION – MICCAI 2014
  • 2014 Sparse Bayesian Registration in MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION – MICCAI 2014
  • 2014 Confidence-Based Training for Clinical Data Uncertainty in Image-Based Prediction of Cardiac Ablation Targets in MEDICAL COMPUTER VISION: ALGORITHMS FOR BIG DATA
  • 2014 Decision Forests for Segmentation of the Left Atrium from 3D MRI in STATISTICAL ATLASES AND COMPUTATIONAL MODELS OF THE HEART. IMAGING AND MODELLING CHALLENGES
  • 2014 Parameter Estimation for Personalization of Liver Tumor Radiofrequency Ablation in ABDOMINAL IMAGING. COMPUTATIONAL AND CLINICAL APPLICATIONS
  • 2014 Progress on Customization of Predictive MRI-Based Macroscopic Models from Experimental Data in STATISTICAL ATLASES AND COMPUTATIONAL MODELS OF THE HEART. IMAGING AND MODELLING CHALLENGES
  • 2013-11 Understanding the mechanisms amenable to CRT response: from pre-operative multimodal image data to patient-specific computational models in MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
  • 2013-11 Personalized cardiac modeling and simulations in euHeart in MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
  • 2013-08 Fast parameter calibration of a cardiac electromechanical model from medical images based on the unscented transform in BIOMECHANICS AND MODELING IN MECHANOBIOLOGY
  • 2013-05 Toward a Comprehensive Framework for the Spatiotemporal Statistical Analysis of Longitudinal Shape Data in INTERNATIONAL JOURNAL OF COMPUTER VISION
  • 2013 Bayesian Atlas Estimation for the Variability Analysis of Shape Complexes in ADVANCED INFORMATION SYSTEMS ENGINEERING
  • 2013 Lattice Boltzmann Method for Fast Patient-Specific Simulation of Liver Tumor Ablation from CT Images in ADVANCED INFORMATION SYSTEMS ENGINEERING
  • 2013 Sparse Scale-Space Decomposition of Volume Changes in Deformations Fields in ADVANCED INFORMATION SYSTEMS ENGINEERING
  • 2013 In vivo Contact EP Data and ex vivo MR-Based Computer Models: Registration and Model-Dependent Errors in STATISTICAL ATLASES AND COMPUTATIONAL MODELS OF THE HEART. IMAGING AND MODELLING CHALLENGES
  • 2013 Inter-operative Trajectory Registration for Endoluminal Video Synchronization: Application to Biopsy Site Re-localization in ADVANCED INFORMATION SYSTEMS ENGINEERING
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