| STREAMLINE: A Simple, Transparent, End-To-End Automated Machine Learning Pipeline Facilitating Data Analysis and Algorithm Comparison R Urbanowicz, R Zhang, Y Cui, P Suri Genetic Programming Theory and Practice XIX, 201-231, 2023 | 24 | 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 | 13* | 2024 |
| A Rigorous Machine Learning Analysis Pipeline for Biomedical Binary Classification: Application in Pancreatic Cancer Nested Case-control Studies with Implications for Bias … RJ Urbanowicz, P Suri, Y Cui, JH Moore, K Ruth, R Stolzenberg-Solomon, ... arXiv preprint arXiv:2008.12829, 2020 | 11 | 2020 |
| 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 |
| 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 |
| 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 | 7 | 2023 |
| Association of brain microbleeds with risk factors, cognition, and MRI markers in MESA PN Jensen, T Rashid, JB Ware, Y Cui, CM Sitlani, TR Austin, ... Alzheimer's & Dementia 19 (9), 4139-4149, 2023 | 6 | 2023 |
| Chemical constituents from rhizomes of Curcuma longa YH CUI, X AN, HF WANG, BM FENG, G CHEN, YH PEI Chinese Traditional and Herbal Drugs, 1074-1078, 2016 | 6 | 2016 |
| 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 |
| Patterns of Regional Brain Atrophy and Brain Aging in Middle-and Older-Aged Adults With Type 1 Diabetes M Habes, AM Jacobson, BH Braffett, T Rashid, CM Ryan, H Shou, Y Cui, ... JAMA Network Open 6 (6), e2316182-e2316182, 2023 | 5 | 2023 |
| Novel genomic loci influence patterns of structural covariance in the human brain J Wen, IM Nasrallah, A Abdulkadir, TD Satterthwaite, Z Yang, G Erus, ... medRxiv, 2022.07. 20.22277727, 2022 | 5 | 2022 |
| 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 |
| Preference matrix guided sparse canonical correlation analysis for mining brain imaging genetic associations in Alzheimer's disease J Sha, J Bao, K Liu, S Yang, Z Wen, J Wen, Y Cui, B Tong, JH Moore, ... Methods 218, 27-38, 2023 | 3 | 2023 |
| 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 | 2 | 2023 |
| Mega-analysis of brain structural covariance, genetics, and clinical phenotypes J Wen, I Nasrallah, A Abdulkadir, T Satterthwaite, G Erus, ... | 2 | 2022 |
| 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 |
| Genetic associations with amyloid, tau, and neurodegeneration: an ADSP neuroimaging study E Mamourian, J Bao, Y Cui, H Huang, AJ Saykin, PM Thompson, ... Alzheimer's Association International Conference, 2024 | | 2024 |
| Investigation of Brain Signatures Across Diverse Metabolic States in MCI F Anagnostakis, ST Govindarajan, E Mamourian, G Erus, R Melhem, ... Alzheimer's Association International Conference, 2024 | | 2024 |
| Interpretable deep clustering survival machines for Alzheimer’s disease subtype discovery B Hou, Z Wen, J Bao, R Zhang, B Tong, S Yang, J Wen, Y Cui, JH Moore, ... Medical Image Analysis, 103231, 2024 | | 2024 |
