| 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 | 80* | 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 | 64 | 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 | 47 | 2022 |
| 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 | 30 | 2023 |
| Machine learning and statistical prediction of patient quality-of-life after prostate radiation therapy Z Yang, D Olszewski, C He, G Pintea, J Lian, T Chou, RC Chen, B Shtylla Computers in Biology and Medicine 129, 104127, 2021 | 19 | 2021 |
| Genomic loci influence patterns of structural covariance in the human brain J Wen, IM Nasrallah, A Abdulkadir, TD Satterthwaite, Z Yang, G Erus, ... Proceedings of the National Academy of Sciences 120 (52), e2300842120, 2023 | 13* | 2023 |
| 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 | 12* | 2024 |
| 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, 491-510, 2023 | 10 | 2023 |
| Genetic, clinical underpinnings of subtle early brain change along Alzheimer’s dimensions J Wen, Z Yang, IM Nasrallah, Y Cui, G Erus, D Srinivasan, A Abdulkadir, ... bioRxiv, 2022.09. 16.508329, 2022 | 10 | 2022 |
| Surreal-GAN: Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns Z Yang, J Wen, C Davatzikos International Conference on Learning Representations (ICLR), 2022 | 8 | 2022 |
| The genetic architecture of multimodal human brain age J Wen, B Zhao, Z Yang, G Erus, I Skampardoni, E Mamourian, Y Cui, ... Nature communications 15 (1), 2604, 2024 | 7* | 2024 |
| Brain-wide genome-wide colocalization study for integrating genetics, transcriptomics and brain morphometry in Alzheimer's disease J Bao, J Wen, Z Wen, S Yang, Y Cui, Z Yang, G Erus, AJ Saykin, Q Long, ... NeuroImage 280, 120346, 2023 | 5 | 2023 |
| The genetic architecture of biological age in nine human organ systems J Wen, YE Tian, I Skampardoni, Z Yang, Y Cui, F Anagnostakis, ... Nature Aging, 1-18, 2024 | 4 | 2024 |
| Five dominant dimensions of brain aging are identified via deep learning: associations with clinical, lifestyle, and genetic measures Z Yang, J Wen, G Erus, ST Govindarajan, R Melhem, E Mamourian, Y Cui, ... medRxiv, 2023 | 1 | 2023 |
| Neuroimaging-AI Endophenotypes of Brain Diseases in the General Population: Towards a Dimensional System of Vulnerability J Wen, I Skampardoni, YE Tian, Z Yang, Y Cui, G Erus, G Hwang, E Varol, ... medRxiv, 2023 | 1 | 2023 |
| Genetic, Clinical Underpinnings of Brain Change Along Two Neuroanatomical Dimensions of Clinically-defined Alzheimer’s Disease J Wen, Z Yang, IM Nasrallah, Y Cui, G Erus, D Srinivasan, A Abdulkadir, ... | 1 | 2022 |
| Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning J Wen, M Antoniades, Z Yang, G Hwang, I Skampardoni, R Wang, ... Biological Psychiatry, 2024 | | 2024 |
| Genetic and Clinical Correlates of AI-Based Brain Aging Patterns in Cognitively Unimpaired Individuals I Skampardoni, IM Nasrallah, A Abdulkadir, J Wen, R Melhem, ... JAMA psychiatry 81 (5), 456-467, 2024 | | 2024 |
| Novel genomic loci shape two neuroanatomical dimensions of AD in non‐demented populations J Wen, Z Yang, I Skampardoni, M De Pian, G Erus, E Mamourian, Y Cui, ... Alzheimer's & Dementia 19, e081578, 2023 | | 2023 |
| Deep Learning patterns of Aβ accumulation in Alzheimer’s Disease D Srinivasan, IM Nasrallah, Z Yang, M Bilgel, J Wen, G Erus, Y Cui, ... Alzheimer's & Dementia 19, e080683, 2023 | | 2023 |
Christos DavatzikosDirector, AI2D Center for AI/Data Science for Integrated Diagnostics, Professor Radiology/ESE/DBEI在 pennmedicine.upenn.edu 的电子邮件经过验证
