Michel Dojat

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 38

Top Topics

Mri Segmentation

Multiple Sclerosis

Top Venues

Frontiers Neuroinformatics

Publications

Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat
Robust Conformal Volume Estimation in 3D Medical Images. CoRR (2024)
Benjamin Lambert, Florence Forbes, Senan Doyle, Harmonie Dehaene, Michel Dojat
Trustworthy clinical AI solutions: A unified review of uncertainty quantification in Deep Learning models for medical image analysis. Artif. Intell. Medicine 150 (2024)
Dwight Nwaigwe, Lucrezia Carboni, Martial Mermillod, Sophie Achard, Michel Dojat
Graph-based methods coupled with specific distributional distances for adversarial attack detection. Neural Networks 169 (2024)
Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat
Multi-layer Aggregation as a Key to Feature-Based OOD Detection. UNSURE@MICCAI (2023)
Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat
Multi-layer Aggregation as a key to feature-based OOD detection. CoRR (2023)
Nicolas Pinon, Geoffroy Oudoumanessah, Robin Trombetta, Michel Dojat, Florence Forbes, Carole Lartizien
Brain Subtle Anomaly Detection Based on Auto-Encoders Latent Space Analysis: Application To De Novo Parkinson Patients. ISBI (2023)
Geoffroy Oudoumanessah, Carole Lartizien, Michel Dojat, Florence Forbes
Towards Frugal Unsupervised Detection of Subtle Abnormalities in Medical Imaging. MICCAI (3) (2023)
Nicolas Pinon, Geoffroy Oudoumanessah, Robin Trombetta, Michel Dojat, Florence Forbes, Carole Lartizien
Brain subtle anomaly detection based on auto-encoders latent space analysis : application to de novo parkinson patients. CoRR (2023)
Geoffroy Oudoumanessah, Carole Lartizien, Michel Dojat, Florence Forbes
Towards frugal unsupervised detection of subtle abnormalities in medical imaging. CoRR (2023)
Benjamin Lambert, Pauline Roca, Florence Forbes, Senan Doyle, Michel Dojat
Anisotropic Hybrid Networks for Liver Tumor Segmentation with Uncertainty Quantification. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI (2023)
Dwight Nwaigwe, Lucrezia Carboni, Martial Mermillod, Sophie Achard, Michel Dojat
Graph-based methods coupled with specific distributional distances for adversarial attack detection. CoRR (2023)
Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat
TriadNet: Sampling-Free Predictive Intervals for Lesional Volume in 3D Brain MR Images. UNSURE@MICCAI (2023)
Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat
TriadNet: Sampling-free predictive intervals for lesional volume in 3D brain MR images. CoRR (2023)
Stenzel Cackowski, Emmanuel Luc Barbier, Michel Dojat, Thomas Christen
ImUnity: A generalizable VAE-GAN solution for multicenter MR image harmonization. Medical Image Anal. 88 (2023)
Benjamin Lambert, Pauline Roca, Florence Forbes, Senan Doyle, Michel Dojat
Anisotropic Hybrid Networks for liver tumor segmentation with uncertainty quantification. CoRR (2023)
Benjamin Lambert, Florence Forbes, Senan Doyle, Alan Tucholka, Michel Dojat
Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation. CoRR (2022)
Verónica Muñoz Ramírez, Virgilio Kmetzsch, Florence Forbes, Sara Meoni, Elena Moro, Michel Dojat
Parkinsonian patients. Artif. Intell. Medicine 125 (2022)
Benjamin Lambert, Florence Forbes, Senan Doyle, Alan Tucholka, Michel Dojat
Beyond Voxel Prediction Uncertainty: Identifying Brain Lesions You Can Trust. iMIMIC@MICCAI (2022)
Benjamin Lambert, Florence Forbes, Senan Doyle, Alan Tucholka, Michel Dojat
Beyond Voxel Prediction Uncertainty: Identifying brain lesions you can trust. CoRR (2022)
Benjamin Lambert, Florence Forbes, Alan Tucholka, Senan Doyle, Harmonie Dehaene, Michel Dojat
Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis. CoRR (2022)
Stenzel Cackowski, Emmanuel Luc Barbier, Michel Dojat, Thomas Christen
ImUnity: a generalizable VAE-GAN solution for multicenter MR image harmonization. CoRR (2021)
Olivier Commowick, Michaël Kain, Romain Casey, Roxana Ameli, Jean-Christophe Ferré, Anne Kerbrat, Thomas Tourdias, Frédéric Cervenansky, Sorina Camarasu-Pop, Tristan Glatard, Sandra Vukusic, Gilles Edan, Christian Barillot, Michel Dojat, Francois Cotton
Multiple sclerosis lesions segmentation from multiple experts: The MICCAI 2016 challenge dataset. NeuroImage 244 (2021)
Benjamin Lambert, Maxime Louis, Senan Doyle, Florence Forbes, Michel Dojat, Alan Tucholka
Leveraging 3D Information in Unsupervised Brain MRI Segmentation. CoRR (2021)
Lucrezia Carboni, Sophie Achard, Michel Dojat
Network Embedding For Brain Connectivity. ISBI (2021)
Benjamin Lambert, Maxime Louis, Senan Doyle, Florence Forbes, Michel Dojat, Alan Tucholka
Leveraging 3d Information In Unsupervised Brain Mri Segmentation. ISBI (2021)
Michel Dojat, Jan G. Bjaalie, Emmanuel Luc Barbier
Editorial: APPNING: Animal Population Imaging. Frontiers Neuroinformatics 15 (2021)
Verónica Muñoz Ramírez, Nicolas Pinon, Florence Forbes, Carole Lartizen, Michel Dojat
Patch vs. Global Image-Based Unsupervised Anomaly Detection in MR Brain Scans of Early Parkinsonian Patients. MLCN@MICCAI (2021)
Tristan Deruelle, Frank Kober, Adriana Perles-Barbacaru, Thierry Delzescaux, Vincent Noblet, Emmanuel Luc Barbier, Michel Dojat
A Multicenter Preclinical MRI Study: Definition of Rat Brain Relaxometry Reference Maps. Frontiers Neuroinformatics 14 (2020)
Michaël Kain, Marjolaine Bodin, Simon Loury, Yao Chi, Julien Louis, Mathieu Simon, Julien Lamy, Christian Barillot, Michel Dojat
Small Animal Shanoir (SAS) A Cloud-Based Solution for Managing Preclinical MR Brain Imaging Studies. Frontiers Neuroinformatics 14 (2020)
Verónica Muñoz Ramírez, Virgilio Kmetzsch, Florence Forbes, Michel Dojat
Deep Learning Models to Study the Early Stages of Parkinson's Disease. ISBI (2020)
Verónica Muñoz Ramírez, Florence Forbes, Julyan Arbel, Alexis Arnaud, Michel Dojat
Quantitative Mri Characterization of Brain Abnormalities in DE NOVO Parkinsonian Patients. ISBI (2019)
Verónica Muñoz Ramírez, Florence Forbes, Pierrick Coupé, Michel Dojat
No Structural Differences Are Revealed by VBM in 'De Novo' Parkinsonian Patients. MedInfo (2019)
Peggy Gerardin, Clément Abbatecola, Frédéric Devinck, Henry Kennedy, Michel Dojat, Kenneth Knoblauch
Neural circuits for long-range color filling-in. NeuroImage 181 (2018)
Senan Doyle, Florence Forbes, Assia Jaillard, Olivier Heck, Olivier Detante, Michel Dojat
Sub-acute and Chronic Ischemic Stroke Lesion MRI Segmentation. BrainLes@MICCAI (2017)
Christophe Maggia, Thomas Mistral, Senan Doyle, Florence Forbes, Alexandre Krainik, Damien Galanaud, Emmanuelle Schmitt, Stéphane Kremer, Irène Troprès, Emmanuel Luc Barbier, Jean-François Payen, Michel Dojat
Traumatic Brain Lesion Quantification Based on Mean Diffusivity Changes. BrainLes@MICCAI (2017)
Michel Dojat, David N. Kennedy, Wiro J. Niessen
Editorial: MAPPING: MAnagement and Processing of Images for Population ImagiNG. Frontiers ICT 4 (2017)
Jaime Arias, Philippe Ciuciu, Michel Dojat, Florence Forbes, Aina Frau-Pascual, Thomas Perret, Jan M. Warnking
PyHRF: A Python Library for the Analysis of fMRI Data Based on Local Estimation of the Hemodynamic Response Function. SciPy (2017)
Emmanuelle Bellot, Véronique Coizet, Jan Warnking, Kenneth Knoblauch, Elena Moro, Michel Dojat
Effects of aging on low luminance contrast processing in humans. NeuroImage 139 (2016)
Bjoern H. Menze, András Jakab, Stefan Bauer, Jayashree Kalpathy-Cramer, Keyvan Farahani, Justin S. Kirby, Yuliya Burren, Nicole Porz, Johannes Slotboom, Roland Wiest, Levente Lanczi, Elizabeth R. Gerstner, Marc-André Weber, Tal Arbel, Brian B. Avants, Nicholas Ayache, Patricia Buendia, D. Louis Collins, Nicolas Cordier, Jason J. Corso, Antonio Criminisi, Tilak Das, Herve Delingette, Çagatay Demiralp, Christopher R. Durst, Michel Dojat, Senan Doyle, Joana Festa, Florence Forbes, Ezequiel Geremia, Ben Glocker, Polina Golland, Xiaotao Guo, Andac Hamamci, Khan M. Iftekharuddin, Raj Jena, Nigel M. John, Ender Konukoglu, Danial Lashkari, José Antonio Mariz, Raphael Meier, Sérgio Pereira, Doina Precup, Stephen J. Price, Tammy Riklin Raviv, Syed M. S. Reza, Michael T. Ryan, Duygu Sarikaya, Lawrence H. Schwartz, Hoo-Chang Shin, Jamie Shotton, Carlos A. Silva, Nuno Sousa, Nagesh K. Subbanna, Gábor Székely, Thomas J. Taylor, Owen M. Thomas, Nicholas J. Tustison, Gözde B. Ünal, Flor Vasseur, Max Wintermark, Dong Hye Ye, Liang Zhao, Binsheng Zhao, Darko Zikic, Marcel Prastawa, Mauricio Reyes, Koen Van Leemput
The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS). IEEE Trans. Medical Imaging 34 (10) (2015)
Bénédicte Batrancourt, Michel Dojat, Bernard Gibaud, Gilles Kassel
A Multilayer Ontology of Instruments for Neurological, Behavioral and Cognitive Assessments. Neuroinformatics 13 (1) (2015)
Christophe Maggia, Senan Doyle, Florence Forbes, Olivier Heck, Irène Troprès, Corentin Berthet, Yann Teyssier, Lionel Velly, Jean-François Payen, Michel Dojat
Assessment of Tissue Injury in Severe Brain Trauma. Brainles@MICCAI (2015)
Christine Bakhous, Florence Forbes, Thomas Vincent, Michel Dojat, Philippe Ciuciu
Variational variable selection to assess experimental condition relevance in event-related fMRI. ISBI (2013)
Lotfi Chaâri, Thomas Vincent, Florence Forbes, Michel Dojat, Philippe Ciuciu
Fast Joint Detection-Estimation of Evoked Brain Activity in Event-Related fMRI Using a Variational Approach. IEEE Trans. Medical Imaging 32 (5) (2013)
Benoit Musel, Cécile Bordier, Michel Dojat, Cédric Pichat, Sylvie Chokron, Jean-François Le Bas, Carole Peyrin
Retinotopic and Lateralized Processing of Spatial Frequencies in Human Visual Cortex during Scene Categorization. J. Cogn. Neurosci. 25 (8) (2013)
Jean-Michel Hupé, Cécile Bordier, Michel Dojat
A BOLD signature of eyeblinks in the visual cortex. NeuroImage 61 (1) (2012)
Fabrizio Pizzagalli, Guillaume Auzias, Chantal Delon-Martin, Michel Dojat
Which registration method for high resolution fMRI to explore hand movement cortical representation? ISBI (2012)
Christine Bakhous, Thomas Forbes, Thomas Vincent, Lotfi Chaâri, Michel Dojat, Philippe Ciuciu
Adaptive experimental condition selection in event-related fMRI. ISBI (2012)
Mathieu J. Ruiz, Jean-Michel Hupé, Michel Dojat
Use of Pattern-Information Analysis in Vision Science: A Pragmatic Examination. MLMI (2012)
Olivier Coulon, Fabrizio Pizzagalli, Grégory Operto, Guillaume Auzias, Chantal Delon-Martin, Michel Dojat
Two new stable anatomical landmarks on the Central Sulcus: Definition, automatic detection, and their relationship with primary motor functions of the hand. EMBC (2011)
Fabrizio Pizzagalli, Guillaume Auzias, Chantal Delon-Martin, Michel Dojat
Combination of nonlinear registration methods with high resolution fMRI for a fine exploration of human primary motor hand area. EMBC (2011)
Lotfi Chaâri, Florence Forbes, Thomas Vincent, Michel Dojat, Philippe Ciuciu
Variational Solution to the Joint Detection Estimation of Brain Activity in fMRI. MICCAI (2) (2011)
Bénédicte Batrancourt, Michel Dojat, Bernard Gibaud, Gilles Kassel
A core ontology of instruments used for neurological, behavioral and cognitive assessments. FOIS (2010)
Franck Michel, Alban Gaignard, Farooq Ahmad, Christian Barillot, Bénédicte Batrancourt, Michel Dojat, Bernard Gibaud, Pascal Girard, David Godard, Gilles Kassel, Diane Lingrand, Grégoire Malandain, Johan Montagnat, Mélanie Pélégrini-Issac, Xavier Pennec, Javier Rojas Balderrama, Bacem Wali
Grid-wide neuroimaging data federation in the context of the NeuroLOG project. HealthGrid (2010)
Florence Forbes, Senan Doyle, Daniel García-Lorenzo, Christian Barillot, Michel Dojat
Adaptive weighted fusion of multiple MR sequences for brain lesion segmentation. ISBI (2010)
Florence Forbes, Senan Doyle, Daniel García-Lorenzo, Christian Barillot, Michel Dojat
A Weighted Multi-Sequence Markov Model For Brain Lesion Segmentation. AISTATS (2010)
Benoit Scherrer, Florence Forbes, Catherine Garbay, Michel Dojat
Distributed Local MRF Models for Tissue and Structure Brain Segmentation. IEEE Trans. Medical Imaging 28 (8) (2009)
Benoit Scherrer, Florence Forbes, Michel Dojat
A Conditional Random Field Approach for Coupling Local Registration with Robust Tissue and Structure Segmentation. MICCAI (1) (2009)
Benoit Scherrer, Michel Dojat, Florence Forbes, Catherine Garbay
Agentification of Markov model-based segmentation: Application to magnetic resonance brain scans. Artif. Intell. Medicine 46 (1) (2009)
Lynda Temal, Michel Dojat, Gilles Kassel, Bernard Gibaud
Towards an ontology for sharing medical images and regions of interest in neuroimaging. J. Biomed. Informatics 41 (5) (2008)
Thomas Guyet, Catherine Garbay, Michel Dojat
Knowledge construction from time series data using a collaborative exploration system. J. Biomed. Informatics 40 (6) (2007)
Nathalie Richard, Michel Dojat, Catherine Garbay
Distributed Markovian segmentation: Application to MR brain scans. Pattern Recognit. 40 (12) (2007)
Yazid Cherfa, Assia Cherfa, Yacine Kabir, Sammyh Kassous, Assia Jaillard, Michel Dojat, Catherine Garbay
Segmentation of Magnetic Resonance Brain Images Using Edge and Region Cooperation Characterization of Stroke Lesions. Int. Arab J. Inf. Technol. 4 (3) (2007)
Thomas Guyet, Catherine Garbay, Michel Dojat
A Human-Machine Cooperative Approach for Time Series Data Interpretation. AIME (2007)
Benoit Scherrer, Michel Dojat, Florence Forbes, Catherine Garbay
MRF Agent Based Segmentation: Application to MRI Brain Scans. AIME (2007)
Benoit Scherrer, Michel Dojat, Florence Forbes, Catherine Garbay
LOCUS: LOcal Cooperative Unified Segmentation of MRI Brain Scans. MICCAI (1) (2007)
Christian Barillot, Habib Benali, Michel Dojat, Alban Gaignard, Bernard Gibaud, Serge Kinkingnéhun, Jean-Pierre Matsumoto, Mélanie Pélégrini-Issac, Eric Simon, Lynda Temal
Federating Distributed and Heterogeneous Information Sources in Neuroimaging: The NeuroBase Project. HealthGrid (2006)
Thomas Guyet, Catherine Garbay, Michel Dojat
Human/Computer Interaction to Learn Scenarios from ICU Multivariate Time Series. AIME (2005)
Thomas Guyet, Catherine Garbay, Michel Dojat
Partenariat utilisateur-SMA pour l'apprentissage à partir de séries temporelles : Application au monitoring en soins intensifs (article court). JFSMA (2005)
Thomas Guyet, Catherine Garbay, Michel Dojat
Apprentissage de scénarios à partir de séries temporelles multivariées. EGC (2005)
Michel Dojat, Elpida T. Keravnou
Artificial Intelligence in Medicine in Europe AIME'03. Artif. Intell. Medicine 34 (1) (2005)
Isabelle Corouge, Michel Dojat, Christian Barillot
Statistical shape modeling of low level visual area borders. Medical Image Anal. 8 (3) (2004)
S. Vanni, Michel Dojat, Jan Warnking, Chantal Delon-Martin, Christoph Segebarth, J. Bullier
Timing of interactions across the visual field in the human cortex. NeuroImage 21 (3) (2004)
S. Vanni, Jan Warnking, Michel Dojat, Chantal Delon-Martin, J. Bullier, Christoph Segebarth
Sequence of pattern onset responses in the human visual areas: an fMRI constrained VEP source analysis. NeuroImage 21 (3) (2004)
Stefan Mersmann, Michel Dojat
-Automated Clinical Guidelines in Critical Care. ECAI (2004)
Nathalie Richard, Michel Dojat, Catherine Garbay
Automated segmentation of human brain MR images using a multi-agent approach. Artif. Intell. Medicine 30 (2) (2004)
Michel Dojat
Artificial intelligence in neuroimaging: four challenges to improve interpretation of brain images. Artif. Intell. Medicine 30 (2) (2004)
Isabelle Corouge, Michel Dojat, Christian Barillot
Statistical Shape Modeling of Unfolded Retinotopic Maps for a Visual Areas Probabilistic Atlas. MICCAI (1) (2003)
Anne-Sophie Silvent, Catherine Garbay, Pierre-Yves Carry, Michel Dojat
Rôle des données, informations et connaissances dans la construction de scénarios médicaux. EGC (2003)
Nathalie Richard, Michel Dojat, Catherine Garbay
Multi-agent Approach for Image Processing: A Case Study for MRI Human Brain Scans Interpretation. AIME (2003)
Jan Warnking, Michel Dojat, Anne Guérin-Dugué, Chantal Delon-Martin, S. Olympieff, Nathalie Richard, Alain Chéhikian, Christoph Segebarth
fMRI Retinotopic Mapping - Step by Step. NeuroImage 17 (4) (2002)
Nathalie Richard, Michel Dojat, Catherine Garbay
Situated Cooperative Agents: a Powerful Paradigm for MRI Brain Scans Segmentation. ECAI (2002)
Nathalie Richard, Michel Dojat, Catherine Garbay
Dynamic Adaptation of Cooperative Agents for MRI Brain Scans Segmentation. AIME (2001)
Soumeya Achour, Michel Dojat, Claire Rieux, Philippe Bierling, Eric Lepage
Application of Information Technology: A UMLS-based Knowledge Acquisition Tool for Rule-based Clinical Decision Support System Development. J. Am. Medical Informatics Assoc. 8 (4) (2001)
Michel Dojat, Silvia Miksch, Jim Hunter
Knowledge-based information management in intensive care and anesthesia. Artif. Intell. Medicine 19 (3) (2000)
Laurence Germond, Michel Dojat, Christopher J. Taylor, Catherine Garbay
A cooperative framework for segmentation of MRI brain scans. Artif. Intell. Medicine 20 (1) (2000)
Soumeya Achour, Michel Dojat, Jean-Marc Brethon, Gil Blain, Eric Lepage
The Use of the UMLS Knowledge Sources for the Design of a Domain Specific Ontology: A Practical Experience in Blood Transfusion. AIMDM (1999)
Soumeya Achour, Michel Dojat, Jean-Marc Brethon, Gil Blain, Eric Lepage
Using UMLS Knowledge Sources for Designing a Domain Specific Ontology. AMIA (1999)
Laurence Germond, Michel Dojat, Christopher J. Taylor, Catherine Garbay
A Multi-agent System for MRI Brain Segmentation. AIMDM (1999)
Soumeya Achour, Michel Dojat, Claire Rieux, Philippe Bierling, Eric Lepage
Knowledge acquisition environment for the design of a decision support system: application in blood transfusion. AMIA (1999)
Michel Dojat, Nicolas Ramaux, Dominique Fontaine
Scenario recognition for temporal reasoning in medical domains. Artif. Intell. Medicine 14 (1-2) (1998)
Michel Dojat, François Pachet, Zahia Guessoum, D. Touchard, A. Harf, L. Brochard
NéoGanesh: a working system for the automated control of assisted ventilation in ICUs. Artif. Intell. Medicine 11 (2) (1997)
Luca Chittaro, Michel Dojat
Using a general theory of time and change in patient monitoring: Experiment and evaluation. Comput. Biol. Medicine 27 (5) (1997)
Nicolas Ramaux, Dominique Fontaine, Michel Dojat
Temporal Scenario Recognition for Intelligent Patient Monitoring. AIME (1997)
Zahia Guessoum, Michel Dojat
A Real-Time Agent Model in an Asynchronous-Object Environment. MAAMAW (1996)
Michel Dojat
Realistic Model for Temporal Reasoning in Real-Time Patient Monitoring. Appl. Artif. Intell. 10 (2) (1996)
Michel Dojat, François Pachet
Representing Medical Context Using Rule-Based Object-Oriented Programming Techniques. AIME (1995)
Luca Chittaro, Marco Del Rosso, Michel Dojat
Modeling Medical Reasoning with the Event Calculus: An Application to the Management of Mechanical Ventilation. AIME (1995)
Michel Dojat, Claudette Sayettat
Temporal Reasoning in a Medical Expertise. SEKE (1993)
Michel Dojat, François Pachet
Representation of a Medical Expertise using the Smalltalk Environment: Putting a Prototype to Work. TOOLS (7) (1992)