Sign in
Didier Dormont
ORCID
Publication Activity (10 Years)
Years Active: 2001-2023
Publications (10 Years): 15
Top Topics
Clinical Trials
Data Warehouse
Quality Control
Magnetic Resonance Images
Top Venues
CoRR
Medical Image Anal.
ISBI
ATSIP
</>
Publications
</>
Simona Bottani
,
Ninon Burgos
,
Aurélien Maire
,
Dario Saracino
,
Sebastian Ströer
,
Didier Dormont
,
Olivier Colliot
Evaluation of MRI-based machine learning approaches for computer-aided diagnosis of dementia in a clinical data warehouse.
Medical Image Anal.
89 (2023)
Sophie Loizillon
,
Olivier Colliot
,
Lydia Chougar
,
Sebastian Ströer
,
Yannick Jacob
,
Aurélien Maire
,
Didier Dormont
,
Ninon Burgos
Semi-supervised Domain Adaptation for Automatic Quality Control of FLAIR MRIs in a Clinical Data Warehouse.
DART@MICCAI
(2023)
Guanghui Fu
,
Gabriel Jimenez
,
Sophie Loizillon
,
Lydia Chougar
,
Didier Dormont
,
Romain Valabrègue
,
Ninon Burgos
,
Stéphane Lehéricy
,
Daniel Racoceanu
,
Olivier Colliot
Frequency Disentangled Learning for Segmentation of Midbrain Structures from Quantitative Susceptibility Mapping Data.
CoRR
(2023)
Elina Thibeau-Sutre
,
Mauricio Diaz-Melo
,
Ravi Hassanaly
,
Alexandre Routier
,
Didier Dormont
,
Olivier Colliot
,
Ninon Burgos
ClinicaDL: An open-source deep learning software for reproducible neuroimaging processing.
Comput. Methods Programs Biomed.
220 (2022)
Guanghui Fu
,
Gabriel Jimenez
,
Sophie Loizillon
,
Rosana El Jurdi
,
Lydia Chougar
,
Didier Dormont
,
Romain Valabrègue
,
Ninon Burgos
,
Stéphane Lehéricy
,
Daniel Racoceanu
,
Olivier Colliot
Fourier Disentangled Multimodal Prior Knowledge Fusion for Red Nucleus Segmentation in Brain MRI.
CoRR
(2022)
Simona Bottani
,
Ninon Burgos
,
Aurélien Maire
,
Adam Wild
,
Sebastian Ströer
,
Didier Dormont
,
Olivier Colliot
Automatic quality control of brain T1-weighted magnetic resonance images for a clinical data warehouse.
Medical Image Anal.
75 (2022)
Elina Thibeau-Sutre
,
Baptiste Couvy-Duchesne
,
Didier Dormont
,
Olivier Colliot
,
Ninon Burgos
MRI Field Strength Predicts Alzheimer's Disease: a Case Example of Bias in the ADNI Data Set.
ISBI
(2022)
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
Predicting the progression of mild cognitive impairment using machine learning: A systematic, quantitative and critical review.
Medical Image Anal.
67 (2021)
Simona Bottani
,
Ninon Burgos
,
Aurélien Maire
,
Adam Wild
,
Sebastian Ströer
,
Didier Dormont
,
Olivier Colliot
Automatic quality control of brain T1-weighted magnetic resonance images for a clinical data warehouse.
CoRR
(2021)
Junhao Wen
,
Elina Thibeau-Sutre
,
Mauricio Diaz-Melo
,
Jorge Samper-González
,
Alexandre Routier
,
Simona Bottani
,
Didier Dormont
,
Stanley Durrleman
,
Ninon Burgos
,
Olivier Colliot
Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation.
Medical Image Anal.
63 (2020)
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
Accuracy of MRI Classification Algorithms in a Tertiary Memory Center Clinical Routine Cohort.
CoRR
(2020)
Elina Thibeau-Sutre
,
Olivier Colliot
,
Didier Dormont
,
Ninon Burgos
Visualization approach to assess the robustness of neural networks for medical image classification.
Medical Imaging: Image Processing
(2020)
Elina Thibeau-Sutre
,
Olivier Colliot
,
Didier Dormont
,
Ninon Burgos
Visualization approach to assess the robustness of neural networks for medical image classification.
CoRR
(2019)
Manon Ansart
,
Stéphane Epelbaum
,
Geoffroy Gagliardi
,
Olivier Colliot
,
Didier Dormont
,
Bruno Dubois
,
Harald Hampel
,
Stanley Durrleman
Prediction of Amyloidosis from Neuropsychological and MRI Data for Cost Effective Inclusion of Pre-symptomatic Subjects in Clinical Trials.
DLMIA/ML-CDS@MICCAI
(2017)
Takoua Kaaouana
,
Ludovic de Rochefort
,
Thomas Samaille
,
Nathalie Thiery
,
Carole Dufouil
,
Christine Delmaire
,
Didier Dormont
,
Marie Chupin
2D harmonic filtering of MR phase images in multicenter clinical setting: Toward a magnetic signature of cerebral microbleeds.
NeuroImage
104 (2015)
Takoua Kaaouana
,
Ludovic de Rochefort
,
Thomas Samaille
,
Nathalie Thierry
,
Carole Dufouil
,
Christine Delmaire
,
Didier Dormont
,
Marie Chupin
Phase contrast MRI for discriminating brain microbleed in a multicentre clinical study.
ATSIP
(2014)
Thomas Samaille
,
Olivier Colliot
,
Rémi Cuingnet
,
Eric Jouvent
,
Hugues Chabriat
,
Didier Dormont
,
Marie Chupin
Automatic segmentation of white matter hyperintensities robust to multicentre acquisition and pathological variability.
Medical Imaging: Image Processing
(2012)
Rémi Cuingnet
,
Charlotte Rosso
,
Marie Chupin
,
Stéphane Lehéricy
,
Didier Dormont
,
Habib Benali
,
Yves Samson
,
Olivier Colliot
Spatial regularization of SVM for the detection of diffusion alterations associated with stroke outcome.
Medical Image Anal.
15 (5) (2011)
Thomas Samaille
,
Olivier Colliot
,
Didier Dormont
,
Marie Chupin
Automatic segmentation of age-related white matter changes on flair images: Method and multicentre validation.
ISBI
(2011)
Rémi Cuingnet
,
Charlotte Rosso
,
Stéphane Lehéricy
,
Didier Dormont
,
Habib Benali
,
Yves Samson
,
Olivier Colliot
Spatially Regularized SVM for the Detection of Brain Areas Associated with Stroke Outcome.
MICCAI (1)
(2010)
Sylvain Baillet
,
Jean Brunol
,
Pierre Chavel
,
Olivier Colliot
,
Mireille Cuniot-Ponsard
,
Didier Dormont
,
Philippe Lalanne
,
Jacques Martinerie
,
Bernard Renault
,
Catherine Tallon-Baudry
,
Bernard Zalc
Hommage à Line Garnero. La pluridisciplinarité au cœur.
Traitement du Signal
27 (3) (2010)
Manik Bhattacharjee
,
Alain Pitiot
,
Alexis Roche
,
Didier Dormont
,
Éric Bardinet
Anatomy-Preserving Nonlinear Registration of Deep Brain ROIs Using Confidence-Based Block-Matching.
MICCAI (2)
(2008)
Jérôme Yelnik
,
Éric Bardinet
,
Didier Dormont
,
Grégoire Malandain
,
Sébastien Ourselin
,
Dominique Tandé
,
Carine Karachi
,
Nicholas Ayache
,
Philippe Cornu
,
Yves Agid
A three-dimensional, histological and deformable atlas of the human basal ganglia. I. Atlas construction based on immunohistochemical and MRI data.
NeuroImage
34 (2) (2007)
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
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
25 (8) (2006)
Marius George Linguraru
,
Nicholas Ayache
,
Miguel Ángel González Ballester
,
Éric Bardinet
,
Damien Galanaud
,
Stéphane Haïk
,
Baptiste Faucheux
,
Patrick Cozzone
,
Didier Dormont
,
Jean-Philippe Brandel
New Ratios for the Detection and Classification of CJD in Multisequence MRI of the Brain.
MICCAI (2)
(2005)
Éric Bardinet
,
Didier Dormont
,
Grégoire Malandain
,
Manik Bhattacharjee
,
Bernard Pidoux
,
Christian Saleh
,
Philippe Cornu
,
Nicholas Ayache
,
Yves Agid
,
Jérôme Yelnik
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)
(2005)
Lionel Thivard
,
Stéphane Lehéricy
,
Alexandre Krainik
,
Claude Adam
,
Didier Dormont
,
Jacques Chiras
,
Michel Baulac
,
Sophie Dupont
Diffusion tensor imaging in medial temporal lobe epilepsy with hippocampal sclerosis.
NeuroImage
28 (3) (2005)
Olivier Clatz
,
Hervé Delingette
,
Éric Bardinet
,
Didier Dormont
,
Nicholas Ayache
Patient-Specific Biomechanical Model of the Brain: Application to Parkinson's Disease Procedure.
IS4TH
(2003)
Pascal Cachier
,
Éric Bardinet
,
Didier Dormont
,
Xavier Pennec
,
Nicholas Ayache
Iconic feature based nonrigid registration: the PASHA algorithm.
Comput. Vis. Image Underst.
89 (2-3) (2003)
Éric Bardinet
,
Sébastien Ourselin
,
Didier Dormont
,
Grégoire Malandain
,
Dominique Tandé
,
K. Parain
,
Nicholas Ayache
,
Jérôme Yelnik
Co-registration of Histological, Optical and MR Data of the Human Brain.
MICCAI (1)
(2002)
Éric Bardinet
,
Pascal Cathier
,
Alexis Roche
,
Nicholas Ayache
,
Didier Dormont
A Posteriori Validation of Pre-operative Planning in Functional Neurosurgery by Quantification of Brain Pneumocephalus.
MICCAI (1)
(2002)
Sébastien Ourselin
,
Éric Bardinet
,
Didier Dormont
,
Grégoire Malandain
,
Alexis Roche
,
Nicholas Ayache
,
Dominique Tandé
,
K. Parain
,
Jérôme Yelnik
Fusion of Histological Sections and MR Images: Towards the Construction of an Atlas of the Human Basal Ganglia.
MICCAI
(2001)