Michel Dojat

Institut polytechnique de Grenoble — France

Computer Science · Physical Sciences

34h-index10.3kcitations276works9.42yr avg
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Research Topics

Medical Image Segmentation Techniques(44), Visual perception and processing mechanisms(30), Semantic Web and Ontologies(25), Functional Brain Connectivity Studies(23), Brain Tumor Detection and Classification(18)

Publications275 total

A global effort toward standards for data sharing in biomedical imaging
EMBO Reports·2025· 1 citedOpen Access
Eye movement dynamics are a key factor for intra-saccadic motion perception
2025Open Access
Robust Subspace Clustering Approach for High-Dimensional MRF: Novel Simultaneous Clustering and Dimensionality Reduction at Scale
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Cluster Globally, Reduce Locally: Scalable Efficient Dictionary Compression for Magnetic Resonance Fingerprinting
2025Open Access
Shanoir: vers un partage FAIR des données d’imagerie médicale
SPIRE - Sciences Po Institutional REpository·2025Open Access
Les territoires mouvants du voyage mental
médecine/sciences·2025Open Access
Exploring continual learning strategies in artificial neural networks through graph-based analysis of connectivity: Insights from a brain-inspired perspective
Neural Networks·2025· 2 citedOpen Access
From out-of-distribution detection to quality control
Elsevier eBooks·2025Open Access
List of contributors
Elsevier eBooks·2025Open Access
Scalable magnetic resonance fingerprinting: Incremental inference of high dimensional elliptical mixtures from large data volumes
arXiv (Cornell University)·2024· 1 citedOpen Access
Visual dysfunction of superior colliculus and lateral geniculate nucleus in idiopathic blepharospasm
Journal of the Neurological Sciences·2024Open Access
Uncertainty-based Quality Control for Subcortical Structures Segmentation in T1-weighted Brain MRI
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Robust Conformal Volume Estimation in 3D Medical Images
arXiv (Cornell University)·2024Open Access
Trustworthy clinical AI solutions: A unified review of uncertainty quantification in Deep Learning models for medical image analysis
Artificial Intelligence in Medicine·2024· 145 citedOpen Access
Robust Conformal Volume Estimation in 3D Medical Images
Lecture notes in computer science·2024· 2 citedOpen Access
Exploring Continual Learning Strategies in Artificial Neural Net-Exploring Continual Learning Strategies in Artificial Neural Networks Through Graph-Based Analysis of Connectivity: Insights from a Brain-Inspired Perspective
SSRN Electronic Journal·2024Open Access
Graph-based methods coupled with specific distributional distances for adversarial attack detection
Neural Networks·2023· 4 citedOpen Access
Towards frugal unsupervised detection of subtle abnormalities in medical imaging
arXiv (Cornell University)·2023Open Access
Estimation incrémentale pour la détection non supervisée d'anomalies multivariées en imagerie médicale
SPIRE - Sciences Po Institutional REpository·2023Open Access
Reconstruction de sources EEG de potentiels évoqués sur évènements oculaires par déconvolution de coefficients de régression Spline : Application à la perception intra-saccadique
SPIRE - Sciences Po Institutional REpository·2023Open Access
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Frequent Co-authors

Florence Forbes(10), Catherine Garbay(7), Senan Doyle(5), Laurent Brochard(5), Christian Barillot(5), Chantal Delon‐Martin(5), Cécile Bordier(5), A. Harf(4), Laurent Brochard(4), Olivier Commowick(3), Frédéric Cervenansky(3), François Cotton(3), Dominique Touchard(3), F Lemaire(3), Jan Warnking(3), J. Bullier(3), Bernard Gibaud(3), Jordi Mancebo(2), Belén Cabello(2), Lila Bouadma(2)