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Michel Dojat

Deputy Scentific Director for digital health and digital biology

Inria Centre de Recherche Grenoble Rhone-Alpes

France

Research Interests

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Professors in France Professors in Medical Imaging Medical Imaging professors in France

Articles (19)

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2026

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2023

Collaborators (4)

Ryan Sullivan

Product Owner: Research Platforms

University of Sydney

AUSTRALIA

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Thomas COUDERT

UCLA Health

UNITED STATES

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thomas christen

INSERM

FRANCE

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Graham Galloway

Professor of Biomedical Imaging

University of Queensland

AUSTRALIA

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Michel Dojat

Research Interests

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Articles (19)

Scalable magnetic resonance fingerprinting: Incremental inference of high-dimensional elliptical mixtures from large data volumes

Performances of experts and automated methods on new multiple sclerosis lesions detection: insights from the MSSeg2 challenge

Eye movement dynamics are a key factor for intra-saccadic motion perception

Les territoires mouvants du voyage mental

A global effort toward standards for data sharing in biomedical imaging

Exploring continual learning strategies in artificial neural networks through graph-based analysis of connectivity: Insights from a brain-inspired perspective

Trustworthy clinical AI solutions: A unified review of uncertainty quantification in Deep Learning models for medical image analysis

Graph-based methods coupled with specific distributional distances for adversarial attack detection

Robust Conformal Volume Estimation in 3D Medical Images

Visual dysfunction of superior colliculus and lateral geniculate nucleus in idiopathic blepharospasm

ImUnity: A generalizable VAE-GAN solution for multicenter MR image harmonization

Intracranial pressure monitoring with and without brain tissue oxygen pressure monitoring for severe traumatic brain injury in France (OXY-TC): an open-label, randomised controlled superiority trial

Nodal-statistics-based equivalence relation for graph collections

Anisotropic Hybrid Networks for Liver Tumor Segmentation with Uncertainty Quantification

BRAIN SUBTLE ANOMALY DETECTION BASED ON AUTO-ENCODERS LATENT SPACE ANALYSIS: APPLICATION TO <i>DE NOVO</i> PARKINSON PATIENTS

Editorial: Automatic methods for multiple sclerosis new lesions detection and segmentation

Multi-layer Aggregation as a Key to Feature-Based OOD Detection

Towards Frugal Unsupervised Detection of Subtle Abnormalities in Medical Imaging

TriadNet: Sampling-Free Predictive Intervals for Lesional Volume in 3D Brain MR Images

Collaborators (4)

Ryan Sullivan

Thomas COUDERT

thomas christen

Graham Galloway

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