Michel Dojat
Orcid: 0000-0003-2747-6845
According to our database1,
Michel Dojat
authored at least 88 papers
between 1992 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
Graph-based methods coupled with specific distributional distances for adversarial attack detection.
Neural Networks, January, 2024
2023
Medical Image Anal., August, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Anisotropic Hybrid Networks for Liver Tumor Segmentation with Uncertainty Quantification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2023
TriadNet: Sampling-Free Predictive Intervals for Lesional Volume in 3D Brain MR Images.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2023
Brain Subtle Anomaly Detection Based on Auto-Encoders Latent Space Analysis: Application To De Novo Parkinson Patients.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation.
CoRR, 2022
Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis.
CoRR, 2022
Subtle anomaly detection: Application to brain MRI analysis of <i>de novo</i> Parkinsonian patients.
Artif. Intell. Medicine, 2022
Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, 2022
2021
Multiple sclerosis lesions segmentation from multiple experts: The MICCAI 2016 challenge dataset.
NeuroImage, 2021
Patch vs. Global Image-Based Unsupervised Anomaly Detection in MR Brain Scans of Early Parkinsonian Patients.
Proceedings of the Machine Learning in Clinical Neuroimaging - 4th International Workshop, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
Small Animal Shanoir (SAS) A Cloud-Based Solution for Managing Preclinical MR Brain Imaging Studies.
Frontiers Neuroinformatics, 2020
A Multicenter Preclinical MRI Study: Definition of Rat Brain Relaxometry Reference Maps.
Frontiers Neuroinformatics, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Quantitative Mri Characterization of Brain Abnormalities in DE NOVO Parkinsonian Patients.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
2017
Frontiers ICT, 2017
PyHRF: A Python Library for the Analysis of fMRI Data Based on Local Estimation of the Hemodynamic Response Function.
Proceedings of the 16th Python in Science Conference 2017, 2017
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017
2016
2015
IEEE Trans. Medical Imaging, 2015
A Multilayer Ontology of Instruments for Neurological, Behavioral and Cognitive Assessments.
Neuroinformatics, 2015
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2015
2013
Fast Joint Detection-Estimation of Evoked Brain Activity in Event-Related fMRI Using a Variational Approach.
IEEE Trans. Medical Imaging, 2013
Retinotopic and Lateralized Processing of Spatial Frequencies in Human Visual Cortex during Scene Categorization.
J. Cogn. Neurosci., 2013
Variational variable selection to assess experimental condition relevance in event-related fMRI.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012
Which registration method for high resolution fMRI to explore hand movement cortical representation?
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Combination of nonlinear registration methods with high resolution fMRI for a fine exploration of human primary motor hand area.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Two new stable anatomical landmarks on the Central Sulcus: Definition, automatic detection, and their relationship with primary motor functions of the hand.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the Healthgrid Applications and Core Technologies, 2010
A core ontology of instruments used for neurological, behavioral and cognitive assessments.
Proceedings of the Formal Ontology in Information Systems, 2010
2009
IEEE Trans. Medical Imaging, 2009
Agentification of Markov model-based segmentation: Application to magnetic resonance brain scans.
Artif. Intell. Medicine, 2009
A Conditional Random Field Approach for Coupling Local Registration with Robust Tissue and Structure Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
2008
Towards an ontology for sharing medical images and regions of interest in neuroimaging.
J. Biomed. Informatics, 2008
2007
Pattern Recognit., 2007
Knowledge construction from time series data using a collaborative exploration system.
J. Biomed. Informatics, 2007
Segmentation of Magnetic Resonance Brain Images Using Edge and Region Cooperation Characterization of Stroke Lesions.
Int. Arab J. Inf. Technol., 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Artificial Intelligence in Medicine, 2007
Proceedings of the Artificial Intelligence in Medicine, 2007
2006
Federating Distributed and Heterogeneous Information Sources in Neuroimaging: The NeuroBase Project.
Proceedings of the Challenges and Opportunities of HealthGrids, 2006
2005
Partenariat utilisateur-SMA pour l'apprentissage à partir de séries temporelles : Application au monitoring en soins intensifs (article court).
Proceedings of the Systèmes Multi-Agents, 2005
Proceedings of the Extraction et gestion des connaissances (EGC'2005), 2005
Proceedings of the Artificial Intelligence in Medicine, 2005
2004
Sequence of pattern onset responses in the human visual areas: an fMRI constrained VEP source analysis.
NeuroImage, 2004
Medical Image Anal., 2004
Artif. Intell. Medicine, 2004
Artificial intelligence in neuroimaging: four challenges to improve interpretation of brain images.
Artif. Intell. Medicine, 2004
SmartCare<sup>TM</sup>-Automated Clinical Guidelines in Critical Care.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004
2003
Statistical Shape Modeling of Unfolded Retinotopic Maps for a Visual Areas Probabilistic Atlas.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Rôle des données, informations et connaissances dans la construction de scénarios médicaux.
Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003
Multi-agent Approach for Image Processing: A Case Study for MRI Human Brain Scans Interpretation.
Proceedings of the Artificial Intelligence in Medicine, 2003
2002
Situated Cooperative Agents: a Powerful Paradigm for MRI Brain Scans Segmentation.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002
2001
Application of Information Technology: A UMLS-based Knowledge Acquisition Tool for Rule-based Clinical Decision Support System Development.
J. Am. Medical Informatics Assoc., 2001
Proceedings of the Artificial Intelligence Medicine, 2001
2000
Artif. Intell. Medicine, 2000
Artif. Intell. Medicine, 2000
1999
Knowledge acquisition environment for the design of a decision support system: application in blood transfusion.
Proceedings of the AMIA 1999, 1999
Proceedings of the AMIA 1999, 1999
Proceedings of the Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, 1999
The Use of the UMLS Knowledge Sources for the Design of a Domain Specific Ontology: A Practical Experience in Blood Transfusion.
Proceedings of the Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, 1999
1998
Artif. Intell. Medicine, 1998
1997
Using a general theory of time and change in patient monitoring: Experiment and evaluation.
Comput. Biol. Medicine, 1997
NéoGanesh: a working system for the automated control of assisted ventilation in ICUs.
Artif. Intell. Medicine, 1997
Proceedings of the Artificial Intelligence Medicine, 1997
1996
Appl. Artif. Intell., 1996
Proceedings of the Agents Breaking Away, 1996
1995
Representing Medical Context Using Rule-Based Object-Oriented Programming Techniques.
Proceedings of the Artificial Intelligence Medicine, 1995
Modeling Medical Reasoning with the Event Calculus: An Application to the Management of Mechanical Ventilation.
Proceedings of the Artificial Intelligence Medicine, 1995
1993
Temporal Reasoning in a Medical Expertise.
Proceedings of the SEKE'93, 1993
1992
Representation of a Medical Expertise using the Smalltalk Environment: Putting a Prototype to Work.
Proceedings of the TOOLS 1992: 7th International Conference on Technology of Object-Oriented Languages and Systems, 1992