| Zero-shot clinical entity recognition using chatgpt Y Hu, I Ameer, X Zuo, X Peng, Y Zhou, Z Li, Y Li, J Li, X Jiang, H Xu arXiv preprint arXiv:2303.16416, 2023 | 53 | 2023 |
| COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to identify and normalize COVID-19 signs and symptoms to OMOP common data model J Wang, N Abu-el-Rub, J Gray, HA Pham, Y Zhou, FJ Manion, M Liu, ... Journal of the American Medical Informatics Association 28 (6), 1275-1283, 2021 | 53 | 2021 |
| 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 | 44 | 2022 |
| Asthma exacerbation prediction and risk factor analysis based on a time-sensitive, attentive neural network: retrospective cohort study Y Xiang, H Ji, Y Zhou, F Li, J Du, L Rasmy, S Wu, WJ Zheng, H Xu, D Zhi, ... Journal of medical Internet research 22 (7), e16981, 2020 | 38 | 2020 |
| Are synthetic clinical notes useful for real natural language processing tasks: A case study on clinical entity recognition J Li, Y Zhou, X Jiang, K Natarajan, SV Pakhomov, H Liu, H Xu Journal of the American Medical Informatics Association 28 (10), 2193-2201, 2021 | 31 | 2021 |
| Nonselective beta‐blockers are associated with a lower risk of hepatocellular carcinoma among cirrhotic patients in the United States K Wijarnpreecha, F Li, Y Xiang, X Xu, C Zhu, V Maroufy, Q Wang, W Tao, ... Alimentary pharmacology & therapeutics 54 (4), 481-492, 2021 | 31 | 2021 |
| Time-sensitive clinical concept embeddings learned from large electronic health records Y Xiang, J Xu, Y Si, Z Li, L Rasmy, Y Zhou, F Tiryaki, F Li, Y Zhang, Y Wu, ... BMC medical informatics and decision making 19, 139-148, 2019 | 31 | 2019 |
| Representation of EHR data for predictive modeling: a comparison between UMLS and other terminologies L Rasmy, F Tiryaki, Y Zhou, Y Xiang, C Tao, H Xu, D Zhi Journal of the American Medical Informatics Association 27 (10), 1593-1599, 2020 | 26 | 2020 |
| DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models C Luo, MN Islam, NE Sheils, J Buresh, J Reps, MJ Schuemie, PB Ryan, ... Nature communications 13 (1), 1678, 2022 | 20 | 2022 |
| Simple Recurrent Neural Networks is all we need for clinical events predictions using EHR data L Rasmy, J Zhu, Z Li, X Hao, HT Tran, Y Zhou, F Tiryaki, Y Xiang, H Xu, ... arXiv preprint arXiv:2110.00998, 2021 | 11 | 2021 |
| Causal discovery in radiographic markers of knee osteoarthritis and prediction for knee osteoarthritis severity with attention–long short-term memory Y Wang, L You, J Chyr, L Lan, W Zhao, Y Zhou, H Xu, P Noble, X Zhou Frontiers in Public Health 8, 604654, 2020 | 11 | 2020 |
| Improving large language models for clinical named entity recognition via prompt engineering Y Hu, Q Chen, J Du, X Peng, VK Keloth, X Zuo, Y Zhou, Z Li, X Jiang, Z Lu, ... Journal of the American Medical Informatics Association, ocad259, 2024 | 7 | 2024 |
| Comprehensive characterization of COVID-19 patients with repeatedly positive SARS-CoV-2 tests using a large US electronic health record database X Dong, Y Zhou, X Shu, EV Bernstam, R Stern, DM Aronoff, H Xu, ... Microbiology Spectrum 9 (1), 10.1128/spectrum. 00327-21, 2021 | 7 | 2021 |
| Normalizing clinical document titles to LOINC document ontology: an initial study X Zuo, J Li, B Zhao, Y Zhou, X Dong, J Duke, K Natarajan, G Hripcsak, ... AMIA Annual Symposium Proceedings 2020, 1441, 2020 | 6 | 2020 |
| Named entity recognition from table headers in randomized controlled trial articles Q Wei, Y Zhou, B Zhao, X Hu, Q Mei, C Tao, H Xu 2020 IEEE International Conference on Healthcare Informatics (ICHI), 1-2, 2020 | 3 | 2020 |
| AI-aided dynamic prediction of bleeding and ischemic risk after coronary stenting and subsequent DAPT F Li, L Rasmy, Y Xiang, J Feng, J Du, D Aguilar, A Dhoble, Q Wang, S Niu, ... medRxiv, 2022.02. 05.22270508, 2022 | 2 | 2022 |
| CARVEDILOL IN CIRRHOSIS AND RISK OF HEPATOCELLULAR CARCINOMA IN THE UNITED STATES K Wijarnpreecha, F Li, Y Xiang, C Zhu, V Maroufy, HA Pham, Y Zhou, J Li, ... Hepatology 72, 631A-631A, 2020 | 1 | 2020 |
| Asthma exacerbation prediction and interpretation based on time-sensitive attentive neural network: A retrospective cohort study Y Xiang, H Ji, Y Zhou, F Li, J Du, L Rasmy, S Wu, WJ Zheng, H Xu, D Zhi, ... medRxiv, 19012161, 2019 | 1 | 2019 |
| Assessment of the risk factors of MDD recurrence using machine learning and deep learning approaches Q Wu, W Zhao, X Yaang, H Tan, L You, H Xu, Y Zhou, X Zhou Available at SSRN 3294125, 2018 | 1 | 2018 |
| FedFSA: Hybrid and federated framework for functional status ascertainment across institutions S Fu, H Jia, M Vassilaki, VK Keloth, Y Dang, Y Zhou, M Garg, ... Journal of Biomedical Informatics 152, 104623, 2024 | | 2024 |
Hua XuRobert T. McCluskey Professor, Section of Biomedical Informatics and Data Science, Yale UniversityVerified email at yale.edu
