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2020 – today
- 2024
[j14]Simona Bottani, Elina Thibeau-Sutre, Aurélien Maire, Sebastian Ströer, Didier Dormont, Olivier Colliot, Ninon Burgos:
Contrast-enhanced to non-contrast-enhanced image translation to exploit a clinical data warehouse of T1-weighted brain MRI. BMC Medical Imaging 24(1): 67 (2024)- [j13]Sophie Loizillon
, Simona Bottani, Aurélien Maire, Sebastian Ströer, Didier Dormont, Olivier Colliot, Ninon Burgos:
Automatic motion artefact detection in brain T1-weighted magnetic resonance images from a clinical data warehouse using synthetic data. Medical Image Anal. 93: 103073 (2024) - [i6]Sophie Loizillon, Simona Bottani, Stéphane Mabille, Yannick Jacob, Aurélien Maire, Sebastian Ströer, Didier Dormont, Olivier Colliot, Ninon Burgos:
Automated MRI Quality Assessment of Brain T1-weighted MRI in Clinical Data Warehouses: A Transfer Learning Approach Relying on Artefact Simulation. CoRR abs/2406.12448 (2024) - 2023
- [j12]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: 102903 (2023) - [c18]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: 84-93 - [c17]Guanghui Fu, Rosana El Jurdi, Lydia Chougar, Didier Dormont, Romain Valabrègue, Stéphane Lehéricy, Olivier Colliot:
Introducing soft topology constraints in deep learning-based segmentation using projected pooling loss. Medical Imaging: Image Processing 2023 - [c16]Sophie Loizillon, Simona Bottani, Aurélien Maire, Sebastian Ströer, Didier Dormont, Olivier Colliot, Ninon Burgos:
Transfer learning from synthetic to routine clinical data for motion artefact detection in brain T1-weighted MRI. Medical Imaging: Image Processing 2023 - [i5]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 abs/2302.12980 (2023) - 2022
- [j11]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: 106818 (2022) - [j10]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: 102219 (2022) - [c15]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: 1-4 - [c14]Simona Bottani, Elina Thibeau-Sutre, Aurélien Maire, Sebastian Ströer, Didier Dormont, Olivier Colliot, Ninon Burgos:
Homogenization of brain MRI from a clinical data warehouse using contrast-enhanced to non-contrast-enhanced image translation with U-Net derived models. Medical Imaging: Image Processing 2022 - [i4]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 abs/2211.01353 (2022) - 2021
- [j9]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: 101848 (2021) - [i3]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 abs/2104.08131 (2021) - 2020
- [j8]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: 101694 (2020) - [c13]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: 113131J - [i2]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 abs/2003.09260 (2020)
2010 – 2019
- 2019
- [i1]Elina Thibeau-Sutre, Olivier Colliot, Didier Dormont, Ninon Burgos:
Visualization approach to assess the robustness of neural networks for medical image classification. CoRR abs/1911.08264 (2019) - 2017
- [c12]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: 357-364 - 2015
- [j7]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: 287-300 (2015) - 2014
- [c11]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: 265-270 - 2012
- [c10]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: 831446 - 2011
- [j6]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): 729-737 (2011) - [c9]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: 2014-2017 - 2010
- [j5]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): 251-264 (2010) - [c8]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: 316-323
2000 – 2009
- 2008
- [c7]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: 956-963 - 2007
- [j4]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): 618-638 (2007) - 2006
- [j3]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): 1052-1067 (2006) - 2005
- [j2]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): 682-690 (2005) - [c6]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: 385-393 - [c5]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: 492-499 - 2003
- [j1]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): 272-298 (2003) - [c4]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: 321-331 - 2002
- [c3]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: 323-330 - [c2]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: 548-555 - 2001
- [c1]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: 743-751
Coauthor Index
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last updated on 2024-10-07 21:26 CEST by the dblp team
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