| Recurrent neural network models (CovRNN) for predicting outcomes of patients with COVID-19 on admission to hospital: model development and validation using electronic health … L Rasmy, M Nigo, BS Kannadath, Z Xie, B Mao, K Patel, Y Zhou, W Zhang, ... The Lancet Digital Health 4 (6), e415-e425, 2022 | 57 | 2022 |
| iGWAS: image-based genome-wide association of self-supervised deep phenotyping of human medical images Z Xie, T Zhang, S Kim, J Lu, W Zhang, CH Lin, MR Wu, A Davis, ... medRxiv, 2022.05. 26.22275626, 2022 | 10 | 2022 |
| Unsupervised deep representation learning enables phenotype discovery for genetic association studies of brain imaging K Patel, Z Xie, H Yuan, SMS Islam, Y Xie, W He, W Zhang, A Gottlieb, ... Communications Biology 7 (1), 414, 2024 | 8* | 2024 |
| iGWAS: Image-based genome-wide association of self-supervised deep phenotyping of retina fundus images Z Xie, T Zhang, S Kim, J Lu, W Zhang, CH Lin, MR Wu, A Davis, ... PLoS genetics 20 (5), e1011273, 2024 | 2 | 2024 |
| An atlas of genetic effects on the monocyte methylome across European and African populations W Zhang, X Zhang, C Qiu, Z Zhang, KJ Su, Z Luo, M Liu, B Zhao, L Wu, ... medRxiv, 2024.08. 12.24311885, 2024 | | 2024 |
| Winner's Curse Free Robust Mendelian Randomization with Summary Data Z Xie, W Zhang, J Wang, C Wu arXiv preprint arXiv:2309.04957, 2023 | | 2023 |
| Automated Type 2 Diabetes Case and Control Identification from the MIMIC-IV Database W Zhang, T Cao AMIA Summits on Translational Science Proceedings 2023, 602, 2023 | | 2023 |
