Elina Thibeau–Sutre

Clinica: An Open-Source Software Platform for Reproducible Clinical Neuroscience Studies

Alexandre Routier, Ninon Burgos, Mauricio Díaz et al. · Frontiers in Neuroinformatics · 2021 · 128 citations · Full text

Life Sciences, Biostatistics, Neuroscience +17

Data Augmentation in High Dimensional Low Sample Size Setting Using a Geometry-Based Variational Autoencoder

Clément Chadebec, Elina Thibeau–Sutre, Ninon Burgos et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 91 citations · Full text

Computing, Computer Science, Biomedical Imaging +16

Ensemble Learning of Convolutional Neural Network, Support Vector Machine, and Best Linear Unbiased Predictor for Brain Age Prediction: ARAMIS Contribution to the Predictive Analytics Competition 2019 Challenge

Baptiste Couvy‐Duchesne, Johann Faouzi, Benoît Martin et al. · Frontiers in Psychiatry · 2020 · 45 citations · Full text

Computing, Computer Science, Neuroscience +17

Deep learning for brain disorders: from data processing to disease treatment

Ninon Burgos, Simona Bottani, Johann Faouzi et al. · Briefings in Bioinformatics · 2020 · 32 citations

Computing, Computer Science, Neuroscience +13

Visualization approach to assess the robustness of neural networks for medical image classification

Elina Thibeau–Sutre, Olivier Colliot, Didier Dormont et al. · 2020 · 13 citations · Full text

Computing, Computer Science, Radiology +17