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Stéphane Epelbaum
ORCID
Publication Activity (10 Years)
Years Active: 2017-2021
Publications (10 Years): 8
Top Topics
Statistical Model
Healthy Controls
Automatic Classification
Diffusion Mri
Top Venues
CoRR
Medical Image Anal.
DLMIA/ML-CDS@MICCAI
Medical Imaging: Image Processing
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Publications
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Junhao Wen
,
Jorge Samper-González
,
Simona Bottani
,
Alexandre Routier
,
Ninon Burgos
,
Thomas Jacquemont
,
Sabrina Fontanella
,
Stanley Durrleman
,
Stéphane Epelbaum
,
Anne Bertrand
,
Olivier Colliot
Reproducible Evaluation of Diffusion MRI Features for Automatic Classification of Patients with Alzheimer's Disease.
Neuroinformatics
19 (1) (2021)
Clément Mantoux
,
Baptiste Couvy-Duchesne
,
Federica Cacciamani
,
Stéphane Epelbaum
,
Stanley Durrleman
,
Stéphanie Allassonnière
Understanding the Variability in Graph Data Sets through Statistical Modeling on the Stiefel Manifold.
Entropy
23 (4) (2021)
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)
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)
Jorge Samper-González
,
Ninon Burgos
,
Simona Bottani
,
Marie Odile Habert
,
Theodoros Evgeniou
,
Stéphane Epelbaum
,
Olivier Colliot
Reproducible evaluation of methods for predicting progression to Alzheimer's disease from clinical and neuroimaging data.
Medical Imaging: Image Processing
(2019)
Claire Meyniel
,
Dalila Samri
,
Farah Stefano
,
Joel Crevoisier
,
Florence Bonté
,
Raffaella Migliaccio
,
Laure Delaby
,
Anne Bertrand
,
Marie Odile Habert
,
Bruno Dubois
,
Bahram Bodaghi
,
Stéphane Epelbaum
COGEVIS: A New Scale to Evaluate Cognition in Patients with Visual Deficiency.
CoRR
(2018)
Junhao Wen
,
Jorge Samper-González
,
Simona Bottani
,
Alexandre Routier
,
Ninon Burgos
,
Thomas Jacquemont
,
Sabrina Fontanella
,
Stanley Durrleman
,
Stéphane Epelbaum
,
Anne Bertrand
,
Olivier Colliot
Reproducible evaluation of diffusion MRI features for automatic classification of patients with Alzheimers disease.
CoRR
(2018)
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)