Didier Dormont

41 papers A 1B 5Misc 1Journal 22Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Automatic quality control of brain 3D FLAIR MRIs for a clinical data warehouse. Medical Image Anal. Sophie Loizillon, Simona Bottani, Aurélien Maire, Sebastian Ströer, Lydia Chougar, Didier Dormont, Olivier Colliot, Ninon Burgos
2024	J	`jnl`	Automated MRI Quality Assessment of Brain T1-weighted MRI in Clinical Data Warehouses: A Transfer Learning Approach Relying on Artefact Simulation. CoRR Sophie Loizillon, Simona Bottani, Stéphane Mabille, Yannick Jacob, Aurélien Maire, Sebastian Ströer, Didier Dormont, Olivier Colliot, Ninon Burgos
2024	J	`jnl`	Automatic motion artefact detection in brain T1-weighted magnetic resonance images from a clinical data warehouse using synthetic data. Medical Image Anal. Sophie Loizillon, Simona Bottani, Aurélien Maire, Sebastian Ströer, Didier Dormont, Olivier Colliot, Ninon Burgos
2024	J	`jnl`	Contrast-enhanced to non-contrast-enhanced image translation to exploit a clinical data warehouse of T1-weighted brain MRI. BMC Medical Imaging Simona Bottani, Elina Thibeau-Sutre, Aurélien Maire, Sebastian Ströer, Didier Dormont, Olivier Colliot, Ninon Burgos
2024	—	`conf`	Detecting Brain Anomalies in Clinical Routine with the β-VAE: Feasibility Study on Age-Related White Matter Hyperintensities. MIDL Sophie Loizillon, Yannick Jacob, Aurélien Maire, Didier Dormont, Olivier Colliot, Ninon Burgos, Apprimage Study Group
2024	J	`jnl`	SMILE-UHURA Challenge - Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiograms. CoRR Soumick Chatterjee, Hendrik Mattern, Marc Dörner, Alessandro Sciarra, Florian Dubost, Hannes Schnurre, Rupali Khatun, Chun-Chih Yu, Tsung-Lin Hsieh, Yi-Shan Tsai, Yi-Zeng Fang, Yung-Ching Yang, Juinn-Dar Huang, Marshall Xu, Siyu Liu, Fernanda L. Ribeiro, Saskia Bollmann, Karthikesh Varma Chintalapati, Chethan Radhakrishna, Sri Chandana Hudukula Ram Kumar, Raviteja Sutrave, Abdul Qayyum, Moona Mazher, Imran Razzak, Cristóbal Rodero, Steven Niederren, Fengming Lin, Yan Xia, Jiacheng Wang, Riyu Qiu, Liansheng Wang, Arya Yazdan Panah, Rosana El Jurdi, Guanghui Fu, Janan Arslan, Ghislain Vaillant, Romain Valabrègue, Didier Dormont, Bruno Stankoff, Olivier Colliot, Luisa Vargas, Isai Daniel Chacón, Ioannis Pitsiorlas, Pablo Arbeláez, Maria A. Zuluaga, Stefanie Schreiber, Oliver Speck, Andreas Nürnberger
2023	J	`jnl`	Evaluation of MRI-based machine learning approaches for computer-aided diagnosis of dementia in a clinical data warehouse. Medical Image Anal. Simona Bottani, Ninon Burgos, Aurélien Maire, Dario Saracino, Sebastian Ströer, Didier Dormont, Olivier Colliot
2023	J	`jnl`	Frequency Disentangled Learning for Segmentation of Midbrain Structures from Quantitative Susceptibility Mapping Data. CoRR Guanghui Fu, Gabriel Jimenez, Sophie Loizillon, Lydia Chougar, Didier Dormont, Romain Valabrègue, Ninon Burgos, Stéphane Lehéricy, Daniel Racoceanu, Olivier Colliot
2023	B	`conf`	Introducing soft topology constraints in deep learning-based segmentation using projected pooling loss. Image Processing Guanghui Fu, Rosana El Jurdi, Lydia Chougar, Didier Dormont, Romain Valabrègue, Stéphane Lehéricy, Olivier Colliot
2023	—	`conf`	Semi-supervised Domain Adaptation for Automatic Quality Control of FLAIR MRIs in a Clinical Data Warehouse. DART@MICCAI Sophie Loizillon, Olivier Colliot, Lydia Chougar, Sebastian Ströer, Yannick Jacob, Aurélien Maire, Didier Dormont, Ninon Burgos
2023	B	`conf`	Transfer learning from synthetic to routine clinical data for motion artefact detection in brain T1-weighted MRI. Image Processing Sophie Loizillon, Simona Bottani, Aurélien Maire, Sebastian Ströer, Didier Dormont, Olivier Colliot, Ninon Burgos
2022	J	`jnl`	Automatic quality control of brain T1-weighted magnetic resonance images for a clinical data warehouse. Medical Image Anal. Simona Bottani, Ninon Burgos, Aurélien Maire, Adam Wild, Sebastian Ströer, Didier Dormont, Olivier Colliot
2022	J	`jnl`	ClinicaDL: An open-source deep learning software for reproducible neuroimaging processing. Comput. Methods Programs Biomed. Elina Thibeau-Sutre, Mauricio Diaz-Melo, Ravi Hassanaly, Alexandre Routier, Didier Dormont, Olivier Colliot, Ninon Burgos
2022	J	`jnl`	Fourier Disentangled Multimodal Prior Knowledge Fusion for Red Nucleus Segmentation in Brain MRI. CoRR Guanghui Fu, Gabriel Jimenez, Sophie Loizillon, Rosana El Jurdi, Lydia Chougar, Didier Dormont, Romain Valabrègue, Ninon Burgos, Stéphane Lehéricy, Daniel Racoceanu, Olivier Colliot
2022	B	`conf`	Homogenization of brain MRI from a clinical data warehouse using contrast-enhanced to non-contrast-enhanced image translation with U-Net derived models. Image Processing Simona Bottani, Elina Thibeau-Sutre, Aurélien Maire, Sebastian Ströer, Didier Dormont, Olivier Colliot, Ninon Burgos
2022	—	`conf`	MRI Field Strength Predicts Alzheimer's Disease: a Case Example of Bias in the ADNI Data Set. ISBI Elina Thibeau-Sutre, Baptiste Couvy-Duchesne, Didier Dormont, Olivier Colliot, Ninon Burgos
2021	J	`jnl`	Automatic quality control of brain T1-weighted magnetic resonance images for a clinical data warehouse. CoRR Simona Bottani, Ninon Burgos, Aurélien Maire, Adam Wild, Sebastian Ströer, Didier Dormont, Olivier Colliot
2021	J	`jnl`	Predicting the progression of mild cognitive impairment using machine learning: A systematic, quantitative and critical review. Medical Image Anal. Manon Ansart, Stéphane Epelbaum, Giulia Bassignana, Alexandre Bône, Simona Bottani, Tiziana Cattai, Raphaël Couronné, Johann Faouzi, Igor Koval, Maxime Louis, Elina Thibeau-Sutre, Junhao Wen, Adam Wild, Ninon Burgos, Didier Dormont, Olivier Colliot, Stanley Durrleman
2020	J	`jnl`	Accuracy of MRI Classification Algorithms in a Tertiary Memory Center Clinical Routine Cohort. CoRR Alexandre Morin, Jorge Samper-González, Anne Bertrand, Sebastian Ströer, Didier Dormont, Aline Mendes, Pierrick Coupé, Jamila Ahdidan, Marcel Lévy, Dalila Samri, Harald Hampel, Bruno Dubois, Marc Teichmann, Stéphane Epelbaum, Olivier Colliot
2020	J	`jnl`	Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation. Medical Image Anal. Junhao Wen, Elina Thibeau-Sutre, Mauricio Diaz-Melo, Jorge Samper-González, Alexandre Routier, Simona Bottani, Didier Dormont, Stanley Durrleman, Ninon Burgos, Olivier Colliot
2020	B	`conf`	Visualization approach to assess the robustness of neural networks for medical image classification. Image Processing Elina Thibeau-Sutre, Olivier Colliot, Didier Dormont, Ninon Burgos
2019	J	`jnl`	Visualization approach to assess the robustness of neural networks for medical image classification. CoRR Elina Thibeau-Sutre, Olivier Colliot, Didier Dormont, Ninon Burgos
2017	—	`conf`	Prediction of Amyloidosis from Neuropsychological and MRI Data for Cost Effective Inclusion of Pre-symptomatic Subjects in Clinical Trials. DLMIA/ML-CDS@MICCAI Manon Ansart, Stéphane Epelbaum, Geoffroy Gagliardi, Olivier Colliot, Didier Dormont, Bruno Dubois, Harald Hampel, Stanley Durrleman
2015	J	`jnl`	2D harmonic filtering of MR phase images in multicenter clinical setting: Toward a magnetic signature of cerebral microbleeds. NeuroImage Takoua Kaaouana, Ludovic de Rochefort, Thomas Samaille, Nathalie Thiery, Carole Dufouil, Christine Delmaire, Didier Dormont, Marie Chupin
2014	Misc	`conf`	Phase contrast MRI for discriminating brain microbleed in a multicentre clinical study. ATSIP Takoua Kaaouana, Ludovic de Rochefort, Thomas Samaille, Nathalie Thierry, Carole Dufouil, Christine Delmaire, Didier Dormont, Marie Chupin
2012	B	`conf`	Automatic segmentation of white matter hyperintensities robust to multicentre acquisition and pathological variability. Image Processing Thomas Samaille, Olivier Colliot, Rémi Cuingnet, Eric Jouvent, Hugues Chabriat, Didier Dormont, Marie Chupin
2011	—	`conf`	Automatic segmentation of age-related white matter changes on flair images: Method and multicentre validation. ISBI Thomas Samaille, Olivier Colliot, Didier Dormont, Marie Chupin
2011	J	`jnl`	Spatial regularization of SVM for the detection of diffusion alterations associated with stroke outcome. Medical Image Anal. Rémi Cuingnet, Charlotte Rosso, Marie Chupin, Stéphane Lehéricy, Didier Dormont, Habib Benali, Yves Samson, Olivier Colliot
2010	J	`jnl`	Hommage à Line Garnero. La pluridisciplinarité au cœur. Traitement du Signal Sylvain Baillet, Jean Brunol, Pierre Chavel, Olivier Colliot, Mireille Cuniot-Ponsard, Didier Dormont, Philippe Lalanne, Jacques Martinerie, Bernard Renault, Catherine Tallon-Baudry, Bernard Zalc
2010	—	`conf`	Spatially Regularized SVM for the Detection of Brain Areas Associated with Stroke Outcome. MICCAI (1) Rémi Cuingnet, Charlotte Rosso, Stéphane Lehéricy, Didier Dormont, Habib Benali, Yves Samson, Olivier Colliot
2008	—	`conf`	Anatomy-Preserving Nonlinear Registration of Deep Brain ROIs Using Confidence-Based Block-Matching. MICCAI (2) Manik Bhattacharjee, Alain Pitiot, Alexis Roche, Didier Dormont, Éric Bardinet
2007	J	`jnl`	A three-dimensional, histological and deformable atlas of the human basal ganglia. I. Atlas construction based on immunohistochemical and MRI data. NeuroImage Jérôme Yelnik, Éric Bardinet, Didier Dormont, Grégoire Malandain, Sébastien Ourselin, Dominique Tandé, Carine Karachi, Nicholas Ayache, Philippe Cornu, Yves Agid
2006	J	`jnl`	Differentiation of sCJD and vCJD forms by automated analysis of basal ganglia intensity distribution in multisequence MRI of the brain-definition and evaluation of new MRI-based ratios. IEEE Trans. Medical Imaging Marius George Linguraru, Nicholas Ayache, Éric Bardinet, Miguel Ángel González Ballester, Damien Galanaud, Stéphane Haïk, Baptiste Faucheux, J.-J. Hauw, Patrick Cozzone, Didier Dormont, Jean-Philippe Brandel
2005	J	`jnl`	Diffusion tensor imaging in medial temporal lobe epilepsy with hippocampal sclerosis. NeuroImage Lionel Thivard, Stéphane Lehéricy, Alexandre Krainik, Claude Adam, Didier Dormont, Jacques Chiras, Michel Baulac, Sophie Dupont
2005	—	`conf`	New Ratios for the Detection and Classification of CJD in Multisequence MRI of the Brain. MICCAI (2) Marius George Linguraru, Nicholas Ayache, Miguel Ángel González Ballester, Éric Bardinet, Damien Galanaud, Stéphane Haïk, Baptiste Faucheux, Patrick Cozzone, Didier Dormont, Jean-Philippe Brandel
2005	—	`conf`	Retrospective Cross-Evaluation of an Histological and Deformable 3D Atlas of the Basal Ganglia on Series of Parkinsonian Patients Treated by Deep Brain Stimulation. MICCAI (2) Éric Bardinet, Didier Dormont, Grégoire Malandain, Manik Bhattacharjee, Bernard Pidoux, Christian Saleh, Philippe Cornu, Nicholas Ayache, Yves Agid, Jérôme Yelnik
2003	J	`jnl`	Iconic feature based nonrigid registration: the PASHA algorithm. Comput. Vis. Image Underst. Pascal Cachier, Éric Bardinet, Didier Dormont, Xavier Pennec, Nicholas Ayache
2003	—	`conf`	Patient-Specific Biomechanical Model of the Brain: Application to Parkinson's Disease Procedure. IS4TH Olivier Clatz, Hervé Delingette, Éric Bardinet, Didier Dormont, Nicholas Ayache
2002	—	`conf`	A Posteriori Validation of Pre-operative Planning in Functional Neurosurgery by Quantification of Brain Pneumocephalus. MICCAI (1) Éric Bardinet, Pascal Cathier, Alexis Roche, Nicholas Ayache, Didier Dormont
2002	—	`conf`	Co-registration of Histological, Optical and MR Data of the Human Brain. MICCAI (1) Éric Bardinet, Sébastien Ourselin, Didier Dormont, Grégoire Malandain, Dominique Tandé, K. Parain, Nicholas Ayache, Jérôme Yelnik
2001	A	`conf`	Fusion of Histological Sections and MR Images: Towards the Construction of an Atlas of the Human Basal Ganglia. MICCAI Sébastien Ourselin, Éric Bardinet, Didier Dormont, Grégoire Malandain, Alexis Roche, Nicholas Ayache, Dominique Tandé, K. Parain, Jérôme Yelnik