| 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 | 655 | 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 | 207 | 2018 |
| Early cognitive, structural, and microstructural changes in presymptomatic C9orf72 carriers younger than 40 years A Bertrand, J Wen, D Rinaldi, M Houot, S Sayah, A Camuzat, C Fournier, ... JAMA neurology 75 (2), 236-245, 2018 | 136 | 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 | 133 | 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 | 101 | 2021 |
| Characterizing heterogeneity in neuroimaging, cognition, clinical symptoms, and genetics among patients with late-life depression J Wen, CHY Fu, D Tosun, Y Veturi, Z Yang, A Abdulkadir, E Mamourian, ... JAMA psychiatry 79 (5), 464-474, 2022 | 85 | 2022 |
| A deep learning framework identifies dimensional representations of Alzheimer’s Disease from brain structure Z Yang, IM Nasrallah, H Shou, J Wen, J Doshi, M Habes, G Erus, ... Nature communications 12 (1), 7065, 2021 | 81 | 2021 |
| Neurite density is reduced in the presymptomatic phase of C9orf72 disease J Wen, H Zhang, DC Alexander, S Durrleman, A Routier, D Rinaldi, ... Journal of Neurology, Neurosurgery & Psychiatry 90 (4), 387-394, 2019 | 61 | 2019 |
| Applications of generative adversarial networks in neuroimaging and clinical neuroscience R Wang, V Bashyam, Z Yang, F Yu, V Tassopoulou, SS Chintapalli, ... Neuroimage 269, 119898, 2023 | 58 | 2023 |
| Multi-scale semi-supervised clustering of brain images: deriving disease subtypes J Wen, E Varol, A Sotiras, Z Yang, GB Chand, G Erus, H Shou, ... Medical image analysis 75, 102304, 2022 | 57 | 2022 |
| Prediction of 7‐year's conversion from subjective cognitive decline to mild cognitive impairment L Yue, D Hu, H Zhang, J Wen, Y Wu, W Li, L Sun, X Li, J Wang, G Li, ... Human Brain Mapping 42 (1), 192-203, 2021 | 46 | 2021 |
| Neurobiologically based stratification of recent-onset depression and psychosis: identification of two distinct transdiagnostic phenotypes PA Lalousis, L Schmaal, SJ Wood, RLEP Reniers, NM Barnes, ... Biological psychiatry 92 (7), 552-562, 2022 | 33 | 2022 |
| Schizophrenia imaging signatures and their associations with cognition, psychopathology, and genetics in the general population GB Chand, P Singhal, DB Dwyer, J Wen, G Erus, J Doshi, D Srinivasan, ... American Journal of Psychiatry 179 (9), 650-660, 2022 | 32 | 2022 |
| 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 | 32 | 2021 |
| Predict to Prevent Frontotemporal Lobar Degeneration and Amyotrophic Lateral Sclerosis (PREV-DEMALS) Study Group. Early cognitive, structural, and microstructural changes in … A Bertrand, J Wen, D Rinaldi, M Houot, S Sayah, A Camuzat, C Fournier, ... JAMA Neurol 75 (2), 236-245, 2018 | 32 | 2018 |
| The Genetic Architecture of Multimodal Human Brain Age J Wen, B Zhao, Z Yang, G Erus, E Mamourian, Y Cui, G Hwang, J Bao, ... Nature Communications 15 (1), 2604, 2024 | 26* | 2024 |
| Gene-SGAN: discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering Z Yang, J Wen, A Abdulkadir, Y Cui, G Erus, E Mamourian, R Melhem, ... Nature communications 15 (1), 354, 2024 | 25 | 2024 |
| Psychosis brain subtypes validated in first-episode cohorts and related to illness remission: results from the PHENOM consortium DB Dwyer, GB Chand, A Pigoni, A Khuntia, J Wen, M Antoniades, ... Molecular Psychiatry, 1-10, 2023 | 23 | 2023 |
| 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 | 22 | 2018 |
| Subtyping brain diseases from imaging data J Wen, E Varol, Z Yang, G Hwang, D Dwyer, AF Kazerooni, PA Lalousis, ... Machine Learning for Brain Disorders 197, 491-510, 2023 | 19 | 2023 |
