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| Evaluating the portability of an NLP system for processing echocardiograms: a retrospective, multi-site observational study P Adekkanattu, G Jiang, Y Luo, PR Kingsbury, Z Xu, LV Rasmussen, ... AMIA Annual Symposium Proceedings 2019, 190, 2019 | 18 | 2019 |
| Machine learning in causal inference: Application in pharmacovigilance Y Zhao, Y Yu, H Wang, Y Li, Y Deng, G Jiang, Y Luo Drug Safety 45 (5), 459-476, 2022 | 13 | 2022 |
| Comparison of state-of-the-art neural network survival models with the pooled cohort equations for cardiovascular disease risk prediction Y Deng, L Liu, H Jiang, Y Peng, Y Wei, Z Zhou, Y Zhong, Y Zhao, X Yang, ... BMC Medical Research Methodology 23 (1), 22, 2023 | 7 | 2023 |
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| Use of real-world evidence data to evaluate the comparative effectiveness of second-line type 2 diabetes medications on chronic kidney disease Y Deng, F Ghamsari, A Lu, J Yu, L Zhao, AN Kho Journal of Clinical & Translational Endocrinology 30, 100309, 2022 | 2 | 2022 |
| Natural language processing to identify lupus nephritis phenotype in electronic health records Y Deng, JA Pacheco, A Chung, C Mao, JC Smith, J Zhao, WQ Wei, ... arXiv preprint arXiv:2112.10821, 2021 | 2 | 2021 |
| Incorporating longitudinal history of risk factors into atherosclerotic cardiovascular disease risk prediction using deep learning J Yu, X Yang, Y Deng, AE Krefman, LR Pool, L Zhao, X Mi, H Ning, ... Scientific reports 14 (1), 2554, 2024 | 1 | 2024 |
| Significance of Intraoperative Medication Data and Predictive Model Selection for Predicting Postoperative First-Time Atrial Fibrillation J Yu, E Johnson, Y Deng, S Zhang, DS Melnick, M Etemadi, A Kho AMIA Summits on Translational Science Proceedings 2023, 320, 2023 | 1 | 2023 |
| A cohort analysis of statin treatment patterns among small-sized primary care practices J Yu, AA Wang, LP Zimmerman, Y Deng, THT Vu, YG Tedla, ND Soulakis, ... Journal of general internal medicine, 1-8, 2022 | 1 | 2022 |
| Advancing computational methods to derive insights from real-world health data Y Deng Northwestern University, 2022 | 1 | 2022 |
| Deep learning with noisy labels in medical prediction problems: a scoping review Y Wei, Y Deng, C Sun, M Lin, H Jiang, Y Peng Journal of the American Medical Informatics Association, ocae108, 2024 | | 2024 |
| Evolving availability and standardization of patient attributes for matching Y Deng, LP Gleason, A Culbertson, X Chen, EV Bernstam, T Cullen, ... Health Affairs Scholar 1 (4), qxad047, 2023 | | 2023 |
| Significance of Intraoperative Medication Data and Model Selection for Predicting Postoperative First-Time Atrial Fibrillation J Yu, E Johnson, Y Deng, S Zhang, DS Melnick, M Etemadi, A Kho | | 2023 |
| Natural language processing to identify lupus nephritis phenotype in electronic health records Y Deng, JA Pacheco, A Ghosh, A Chung, C Mao, JC Smith, J Zhao, ... BMC Medical Informatics and Decision Making 22 (Suppl 2), 348, 2022 | | 2022 |
| PSUN330 Patients with Recurrent Hypoglycemia Encounters Across Chicago: Who are they? L Zhao, J Katz, Y Deng, M O’Brien, A Furmanchuk, C O’Connor, ... Journal of the Endocrine Society 6 (Supplement_1), A413-A413, 2022 | | 2022 |
