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M. Dojat · SciRah

Researcher profile · Semantic Scholar

M. Dojat

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M. Dojat — researcher profile on SciRah

h-index: 34
Works: 192
Citations: 11K

Most-cited papers

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)
Bjoern H Menze, A. Jakab, S. Bauer, Jayashree Kalpathy-Cramer +64 more
2014IEEE Transactions on Medical Imaging6,710 citations Open access
Semantic Scholar
Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure
O. Commowick, Audrey Istace, Michael Kain, Baptiste Laurent +41 more
2018Scientific Reports307 citations Open access
Semantic Scholar
Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis
Benjamin Lambert, Florence Forbes, A. Tucholka, Senan Doyle +2 more
2022Artif. Intell. Medicine291 citations Open access
Semantic Scholar
The neural bases of grapheme-color synesthesia are not localized in real color-sensitive areas.
J. Hupé, Cécile Bordier, M. Dojat
2012Cerebral Cortex104 citations
Semantic Scholar
Multiple sclerosis lesions segmentation from multiple experts: The MICCAI 2016 challenge dataset
O. Commowick, Michael Kain, R. Casey, R. Ameli +11 more
2021NeuroImage102 citations Open access
Semantic Scholar
Quantifying the watercolor effect: from stimulus properties to neural models
F. Devinck, Peggy Gerardin, M. Dojat, K. Knoblauch
2014Frontiers in Human Neuroscience102 citations Open access
Semantic Scholar
A critical review of the neuroimaging literature on synesthesia
J. Hupé, M. Dojat
2015Frontiers in Human Neuroscience80 citations Open access
Semantic Scholar
Fast Joint Detection-Estimation of Evoked Brain Activity in Event-Related fMRI Using a Variational Approach
Lotfi Chaari, T. Vincent, F. Forbes, M. Dojat +1 more
2012IEEE Transactions on Medical Imaging80 citations Open access
Semantic Scholar
ImUnity: a generalizable VAE-GAN solution for multicenter MR image harmonization
Stenzel Cackowski, E. Barbier, M. Dojat, T. Christen
2021Medical Image Anal.62 citations Open access
Semantic Scholar
Retinotopic and Lateralized Processing of Spatial Frequencies in Human Visual Cortex during Scene Categorization
Benoit Musel, Cécile Bordier, M. Dojat, C. Pichat +3 more
2013Journal of Cognitive Neuroscience60 citations Open access
Semantic Scholar
Desperately seeking grey matter volume changes in sleep apnea: A methodological review of magnetic resonance brain voxel-based morphometry studies.
S. Celle, C. Delon-Martin, F. Roche, J. Barthélémy +2 more
2016Sleep Medicine Reviews57 citations
Semantic Scholar
Fully Automatic Brain Tumor Segmentation from Multiple MR Sequences using Hidden Markov Fields and Variational
Bjoern H Menze, M. Reyes, Patricia Buendia, Thomas J. Taylor +23 more
201351 citations
Semantic Scholar
Temporal and Spatial Independent Component Analysis for fMRI Data Sets Embedded in the AnalyzeFMRI R Package
Cécile Bordier, M. Dojat, P. L. de Micheaux
201143 citations Open access
Semantic Scholar
A BOLD signature of eyeblinks in the visual cortex
J. Hupé, Cécile Bordier, M. Dojat
2012NeuroImage37 citations
Semantic Scholar
NeuroLOG: sharing neuroimaging data using an ontology-based federated approach.
B. Gibaud, G. Kassel, M. Dojat, B. Batrancourt +3 more
2011AMIA ... Annual Symposium proceedings. AMIA Symposium33 citations
Semantic Scholar
Age-Related Differences in Spatial Frequency Processing during Scene Categorization
S. Ramanoël, Louise Kauffmann, É. Cousin, M. Dojat +1 more
2015PLoS ONE32 citations Open access
Semantic Scholar
Deep Learning Models to Study the Early Stages of Parkinson's Disease
V. Ramírez, V. Kmetzsch, F. Forbes, M. Dojat
2020IEEE International Symposium on Biomedical Imaging27 citations
Semantic Scholar
Two new stable anatomical landmarks on the Central Sulcus: Definition, automatic detection, and their relationship with primary motor functions of the hand
O. Coulon, F. Pizzagalli, Grégory Operto, G. Auzias +2 more
2011Annual International Conference of the IEEE Engineering in Medicine and Biology Society24 citations
Semantic Scholar
Visual Dysfunction of the Superior Colliculus in De Novo Parkinsonian Patients
E. Moro, E. Bellot, S. Meoni, P. Pelissier +3 more
2020Annals of Neurology23 citations
Semantic Scholar
Variational Solution to the Joint Detection Estimation of Brain Activity in fMRI
Lotfi Chaari, F. Forbes, T. Vincent, M. Dojat +1 more
2011International Conference on Medical Image Computing and Computer-Assisted Intervention21 citations
Semantic Scholar
Effects of background and contour luminance on the hue and brightness of the Watercolor effect
Peggy Gerardin, M. Dojat, K. Knoblauch, F. Devinck
2017bioRxiv18 citations Open access
Semantic Scholar
Quantitative evaluation of fMRI retinotopic maps, from V1 to V4, for cognitive experiments
Cécile Bordier, J. Hupé, M. Dojat
2015Frontiers in Human Neuroscience18 citations Open access
Semantic Scholar
Contributions of contour frequency, amplitude, and luminance to the watercolor effect estimated by conjoint measurement.
Peggy Gerardin, F. Devinck, M. Dojat, K. Knoblauch
2014Journal of Vision18 citations Open access
Semantic Scholar
Feasibility and reliability of an automated controller of inspired oxygen concentration during mechanical ventilation
Kaouther Saihi, J. Richard, X. Gonin, T. Krüger +2 more
2014Critical Care17 citations Open access
Semantic Scholar
A Multilayer Ontology of Instruments for Neurological, Behavioral and Cognitive Assessments
B. Batrancourt, M. Dojat, B. Gibaud, G. Kassel
2014Neuroinformatics17 citations Open access
Semantic Scholar
Subtle anomaly detection: Application to brain MRI analysis of de novo Parkinsonian patients
Verónica Muñoz-Ramírez, V. Kmetzsch, Florence Forbes, S. Meoni +2 more
2022Artif. Intell. Medicine16 citations Open access
Semantic Scholar
A Multicenter Preclinical MRI Study: Definition of Rat Brain Relaxometry Reference Maps
Tristan Deruelle, F. Kober, A. Perles-Barbacaru, T. Delzescaux +3 more
2020bioRxiv15 citations Open access
Semantic Scholar
Magnetic resonance imaging does not reveal structural alterations in the brain of grapheme-color synesthetes
M. Dojat, F. Pizzagalli, J. Hupé
2018PLoS ONE14 citations Open access
Semantic Scholar
Effects of aging on low luminance contrast processing in humans
E. Bellot, V. Coizet, J. Warnking, K. Knoblauch +2 more
2016NeuroImage14 citations Open access
Semantic Scholar
Neural circuits for long-range color filling-in
Peggy Gerardin, Clement Abbatecola, F. Devinck, H. Kennedy +2 more
2017bioRxiv13 citations Open access
Semantic Scholar
Spatial selectivity of the watercolor effect.
F. Devinck, Peggy Gerardin, M. Dojat, K. Knoblauch
2014Journal of The Optical Society of America A-optics Image Science and Vision13 citations
Semantic Scholar
Multi-layer Aggregation as a key to feature-based OOD detection
Benjamin Lambert, Florence Forbes, Senan Doyle, M. Dojat
2023UNSURE@MICCAI12 citations Open access
Semantic Scholar
Use of Maximum End-Tidal CO2 Values to Improve End-Tidal CO2 Monitoring Accuracy
F. Galia, S. Brimioulle, F. Bonnier, Nicolas Vandenbergen +3 more
2011Respiratory care12 citations Open access
Semantic Scholar
Neural correlates of intra-saccadic motion perception
G. Nicolas, E. Castet, Adrien Rabier, Emmanuelle Kristensen +2 more
2021Journal of Vision10 citations Open access
Semantic Scholar
EFFECTIVE CONNECTIVITY IN SUBCORTICAL VISUAL STRUCTURES IN DE NOVO PATIENTS WITH PARKINSON DISEASE
E. Bellot, Louise Kauffmann, V. Coizet, S. Meoni +2 more
2021medRxiv10 citations Open access
Semantic Scholar
Small Animal Shanoir (SAS) A Cloud-Based Solution for Managing Preclinical MR Brain Imaging Studies
Michael Kain, M. Bodin, Simon Loury, Yao Chi +5 more
2020Frontiers in Neuroinformatics9 citations Open access
Semantic Scholar
Anisotropic Hybrid Networks for liver tumor segmentation with uncertainty quantification
Benjamin Lambert, P. Roca, Florence Forbes, Senan Doyle +1 more
2023MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI8 citations Open access
Semantic Scholar
Brain Subtle Anomaly Detection Based on Auto-Encoders Latent Space Analysis: Application To De Novo Parkinson Patients
Nicolas Pinon, Geoffroy Oudoumanessah, Robin Trombetta, M. Dojat +2 more
2023IEEE International Symposium on Biomedical Imaging8 citations Open access
Semantic Scholar
Patch vs. Global Image-Based Unsupervised Anomaly Detection in MR Brain Scans of Early Parkinsonian Patients
Verónica Muñoz-Ramírez, Nicolas Pinon, Florence Forbes, Carole Lartizen +1 more
2021MLCN@MICCAI8 citations Open access
Semantic Scholar
Leveraging 3d Information In Unsupervised Brain Mri Segmentation
Benjamin Lambert, M. Louis, Senan Doyle, F. Forbes +2 more
2021IEEE International Symposium on Biomedical Imaging8 citations Open access
Semantic Scholar
Sub-acute and Chronic Ischemic Stroke Lesion MRI Segmentation
Senan Doyle, F. Forbes, A. Jaillard, O. Heck +2 more
2017BrainLes@MICCAI8 citations
Semantic Scholar
Editorial: Automatic methods for multiple sclerosis new lesions detection and segmentation
O. Commowick, Benoît Combès, F. Cervenansky, M. Dojat
2023Frontiers in Neuroscience7 citations Open access
Semantic Scholar
Adaptive experimental condition selection in event-related fMRI
C. Bakhous, Florence Forbes, T. Vincent, Lotfi Chaari +2 more
2012IEEE International Symposium on Biomedical Imaging7 citations
Semantic Scholar
Graph-based methods coupled with specific distributional distances for adversarial attack detection
dwight nwaigwe, Lucrezia Carboni, M. Mermillod, S. Achard +1 more
2023Neural Networks6 citations Open access
Semantic Scholar
Fast Uncertainty Quantification for Deep Learning-based MR Brain Segmentation
Benjamin Lambert, Florence Forbes, Senan Doyle, A. Tucholka +1 more
20226 citations
Semantic Scholar
Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation
Benjamin Lambert, Florence Forbes, Senan Doyle, A. Tucholka +1 more
2022arXiv.org6 citations Open access
Semantic Scholar
Multiple sclerosis new lesions segmentation challenge
F. Cervenansky, O. Commowick, F. Cotton, M. Dojat +1 more
20216 citations
Semantic Scholar
No Structural Differences Are Revealed by VBM in 'De Novo' Parkinsonian Patients
V. Ramírez, F. Forbes, P. Coupé, M. Dojat
2019Medinfo6 citations Open access
Semantic Scholar
NeuroLOG: A framework for the sharing and reuse of distributed tools and data in neuroimaging
M. Dojat, M. Pélégrini-Issac, Farooq Ahmad, C. Barillot +13 more
20116 citations
Semantic Scholar
Robust Conformal Volume Estimation in 3D Medical Images
Benjamin Lambert, Florence Forbes, Senan Doyle, M. Dojat
2024International Conference on Medical Image Computing and Computer-Assisted Intervention5 citations
Semantic Scholar

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