Junhao (Hao) Wen
Junhao (Hao) Wen
Assistant Professor of Neurology at USC
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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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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