| Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation J Wen, E Thibeau-Sutre, M Diaz-Melo, J Samper-González, A Routier, ... Medical image analysis 63, 101694, 2020 | 618 | 2020 |
| Reproducible evaluation of classification methods in Alzheimer's disease: Framework and application to MRI and PET data J Samper-González, N Burgos, S Bottani, S Fontanella, P Lu, A Marcoux, ... NeuroImage 183, 504-521, 2018 | 202 | 2018 |
| Clinica: An open-source software platform for reproducible clinical neuroscience studies A Routier, N Burgos, M Díaz, M Bacci, S Bottani, O El-Rifai, S Fontanella, ... Frontiers in Neuroinformatics 15, 689675, 2021 | 122 | 2021 |
| Predicting the progression of mild cognitive impairment using machine learning: a systematic, quantitative and critical review M Ansart, S Epelbaum, G Bassignana, A Bône, S Bottani, T Cattai, ... Medical Image Analysis 67, 101848, 2021 | 87 | 2021 |
| AD Course Map charts Alzheimer’s disease progression I Koval, A Bône, M Louis, T Lartigue, S Bottani, A Marcoux, ... Scientific Reports 11 (1), 8020, 2021 | 58 | 2021 |
| Automatic quality control of brain T1-weighted magnetic resonance images for a clinical data warehouse S Bottani, N Burgos, A Maire, A Wild, S Ströer, D Dormont, O Colliot, ... Medical Image Analysis 75, 102219, 2022 | 38 | 2022 |
| Primary Progressive Aphasia Associated With GRN Mutations: New Insights Into the Nonamyloid Logopenic Variant D Saracino, S Ferrieux, M Nogues-Lassiaille, M Houot, A Funkiewiez, ... Neurology 97 (1), e88-e102, 2021 | 32 | 2021 |
| Reproducible evaluation of diffusion MRI features for automatic classification of patients with Alzheimer’s disease J Wen, J Samper-González, S Bottani, A Routier, N Burgos, T Jacquemont, ... Neuroinformatics 19, 57-78, 2021 | 30 | 2021 |
| Deep learning for brain disorders: from data processing to disease treatment N Burgos, S Bottani, J Faouzi, E Thibeau-Sutre, O Colliot Briefings in Bioinformatics 22 (2), 1560-1576, 2021 | 25 | 2021 |
| An automated pipeline for the analysis of PET data on the cortical surface A Marcoux, N Burgos, A Bertrand, M Teichmann, A Routier, J Wen, ... Frontiers in Neuroinformatics 12, 94, 2018 | 19 | 2018 |
| Australian Imaging Biomarkers and Lifestyle flagship study of ageing, Convolutional neural networks for classification of Alzheimer’s disease: Overview and reproducible evaluation J Wen, E Thibeau-Sutre, M Diaz-Melo, J Samper-González, A Routier, ... Med. Image Anal 63, 101694, 2020 | 18* | 2020 |
| Australian Imaging Biomarkers and Lifestyle flagship study of ageing, 2018. Reproducible evaluation of classification methods in Alzheimer’s disease: Framework and application … J Samper-González, N Burgos, S Bottani, S Fontanella, P Lu, A Marcoux, ... Neuroimage 183, 504-21, 2018 | 15 | 2018 |
| Primary progressive aphasias associated with C9orf72 expansions: Another side of the story D Saracino, A Géraudie, AM Remes, S Ferrieux, M Noguès-Lassiaille, ... Cortex 145, 145-159, 2021 | 12 | 2021 |
| How serious is data leakage in deep learning studies on Alzheimer's disease classification? J Wen, E Thibeau, J Samper-González, AM Routier, S Bottani, D Dormont, ... 2019 OHBM annual meeting-organization for human brain mapping, 2019 | 12 | 2019 |
| Reproducible evaluation of methods for predicting progression to Alzheimer's disease from clinical and neuroimaging data J Samper-Gonzalez, N Burgos, S Bottani, MO Habert, T Evgeniou, ... Medical Imaging 2019: Image Processing 10949, 221-233, 2019 | 12 | 2019 |
| Evaluation of MRI-based machine learning approaches for computer-aided diagnosis of dementia in a clinical data warehouse S Bottani, N Burgos, A Maire, D Saracino, S Ströer, D Dormont, O Colliot, ... Medical Image Analysis 89, 102903, 2023 | 9 | 2023 |
| Homogenization of brain MRI from a clinical data warehouse using contrast-enhanced to non-contrast-enhanced image translation with U-Net derived models S Bottani, E Thibeau-Sutre, A Maire, S Ströer, D Dormont, O Colliot, ... Medical Imaging 2022: Image Processing 12032, 576-582, 2022 | 9 | 2022 |
| Transfer learning from synthetic to routine clinical data for motion artefact detection in brain T1-weighted MRI S Loizillon, S Bottani, A Maire, S Ströer, D Dormont, O Colliot, N Burgos Medical Imaging 2023: Image Processing 12464, 343-349, 2023 | 8 | 2023 |
| Advancing artificial intelligence in sensors, signals, and imaging informatics W Hsu, C Baumgartner, T Deserno Yearbook of medical informatics 28 (01), 115-117, 2019 | 8 | 2019 |
| Convolutional Neural Networks for Classification of Alzheimer’s Disease: Overview and Reproducible Evaluation. arXiv 2019 J Wen, E Thibeau-Sutre, J Samper-Gonzalez, A Routier, S Bottani, ... arXiv preprint arXiv:1904.07773, 2019 | 7 | 2019 |
Olivier ColliotResearch Director at CNRS, ARAMIS LabEmail verificata su cnrs.fr