| 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 | 459 | 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 | 169 | 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 | 126* | 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 | 87 | 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 | 70 | 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 | 57 | 2019 |
| 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 | 53* | 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, 2022 | 36 | 2022 |
| 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 | 36 | 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 | 28 | 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 | 27* | 2021 |
| 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 | 20 | 2022 |
| Applications of generative adversarial networks in neuroimaging and clinical neuroscience R Wang, V Bashyam, Z Yang, F Yu, V Tassopoulou, SS Chintapalli, ... Neuroimage, 119898, 2023 | 15 | 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 | 15 | 2018 |
| 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 | 12 | 2022 |
| Novel genomic loci influence patterns of structural covariance in the human brain J Wen, ilya nasrallah, A Abdulkadir, TD Satterthwaite, zhijian yang, ... Proceedings of the National Academy of Sciences, TBD, 2023 | 7* | 2023 |
| Surreal-GAN: Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns Z Yang, J Wen, C Davatzikos arXiv preprint arXiv:2205.04523, 2022 | 7 | 2022 |
| 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 | 6 | 2019 |
| 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 | 5 | 2023 |
| Assessment of Neuroanatomical Endophenotypes of Autism Spectrum Disorder and Association With Characteristics of Individuals With Schizophrenia and the General Population G Hwang*, J Wen*, S Sotardi, ES Brodkin, GB Chand, DB Dwyer, G Erus, ... JAMA psychiatry 80 (5), 498-507, 2023 | 5 | 2023 |
