| A study of deep learning methods for de-identification of clinical notes in cross-institute settings X Yang, T Lyu, Q Li, CY Lee, J Bian, WR Hogan, Y Wu BMC medical informatics and decision making 19, 1-9, 2019 | 77 | 2019 |
| Assessing the practice of data quality evaluation in a national clinical data research network through a systematic scoping review in the era of real-world data J Bian, T Lyu, A Loiacono, TM Viramontes, G Lipori, Y Guo, Y Wu, ... Journal of the American Medical Informatics Association 27 (12), 1999-2010, 2020 | 63 | 2020 |
| The application of artificial intelligence and data integration in COVID-19 studies: a scoping review Y Guo, Y Zhang, T Lyu, M Prosperi, F Wang, H Xu, J Bian Journal of the American Medical Informatics Association 28 (9), 2050-2067, 2021 | 33 | 2021 |
| Developing and validating a computable phenotype for the identification of transgender and gender nonconforming individuals and subgroups Y Guo, X He, T Lyu, H Zhang, Y Wu, X Yang, Z Chen, MJ Markham, ... AMIA Annual Symposium Proceedings 2020, 514, 2020 | 21 | 2020 |
| Early prediction of Alzheimer's disease and related dementias using real‐world electronic health records Q Li, X Yang, J Xu, Y Guo, X He, H Hu, T Lyu, D Marra, A Miller, G Smith, ... Alzheimer's & Dementia 19 (8), 3506-3518, 2023 | 14 | 2023 |
| A natural language processing tool to extract quantitative smoking status from clinical narratives X Yang, H Yang, T Lyu, S Yang, Y Guo, J Bian, H Xu, Y Wu 2020 IEEE International Conference on Healthcare Informatics (ICHI), 1-2, 2020 | 11 | 2020 |
| Integrating crowdsourcing and active learning for classification of work-life events from tweets Y Zhao, M Prosperi, T Lyu, Y Guo, L Zhou, J Bian Trends in Artificial Intelligence Theory and Applications. Artificial …, 2020 | 10 | 2020 |
| Environmental effects on acute exacerbations of respiratory diseases: A real-world big data study J Fishe, Y Zheng, T Lyu, J Bian, H Hu Science of The Total Environment 806, 150352, 2022 | 7 | 2022 |
| Leverage real-world longitudinal data in large clinical research networks for Alzheimer's Disease and Related Dementia (ADRD) R Duan, Z Chen, J Tong, C Luo, T Lyu, C Tao, D Maraganore, J Bian, ... AMIA Annual Symposium Proceedings 2020, 393, 2020 | 7 | 2020 |
| Identifying clinical risk factors for opioid use disorder using a distributed algorithm to combine real-world data from a large Clinical Data Research Network J Tong, Z Chen, R Duan, WH Lo-Ciganic, T Lyu, C Tao, PA Merkel, ... AMIA Annual Symposium Proceedings 2020, 1220, 2020 | 6 | 2020 |
| 1262-P: developing a computable phenotype algorithm for identification of children and adolescents with diabetes using electronic health records P Li, E Spector, K Alkhuzam, RS Patel, WT Donahoo, S Bost, T Lyu, Y Wu, ... Diabetes 71 (Supplement_1), 2022 | 3 | 2022 |
| Examination of early CNS symptoms and severe coronavirus disease 2019: A multicenter observational case series DE Marra, KM Busl, CP Robinson, MJ Bruzzone, AH Miller, Z Chen, ... Critical Care Explorations 3 (6), e0456, 2021 | 3 | 2021 |
| A scoping review of semantic integration of health data and information H Zhang, T Lyu, P Yin, S Bost, X He, Y Guo, M Prosperi, WR Hogan, ... International Journal of Medical Informatics 165, 104834, 2022 | 2 | 2022 |
| 1265-P: the role of health system penetration rate in estimating prevalence of type 1 diabetes (T1D) in children and adolescents using electronic health records (EHR) P Li, T Lyu, J Bian, Y Guo, E Shenkman, WT Donahoo, J Guo, H Shao Diabetes 71 (Supplement_1), 2022 | 2 | 2022 |
| Causal AI with Real World Data: Do Statins Protect from Alzheimer's Disease Onset? M Prosperi, S Ghosh, Z Chen, M Salemi, T Lyu, J Zhao, J Bian Proceedings of the 5th International Conference on Medical and Health …, 2021 | 2 | 2021 |
| Real-World Effectiveness of BNT162b2 Against Infection and Severe Diseases in Children and Adolescents Q Wu, J Tong, B Zhang, D Zhang, J Chen, Y Lei, Y Lu, Y Wang, L Li, ... Annals of Internal Medicine, 2024 | 1 | 2024 |
| A Preliminary Study of Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports Using Natural Language Processing S Yang, X Yang, T Lyu, X He, D Braithwaite, HJ Mehta, Y Guo, Y Wu, ... 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI …, 2022 | 1 | 2022 |
| Early Prediction of Alzheimer’s Disease and Related Dementias Using Electronic Health Records X Yang, Q Li, Y Wu, J Bian, T Lyu, Y Guo, D Marra, A Miller, E Shenkman, ... medRxiv, 2020.06. 13.20130401, 2020 | 1 | 2020 |
| Develop and Validate a Computable Phenotype for the Identification of Alzheimer's Disease Patients Using Electronic Health Record Data X He, R Wei, Y Huang, Z Chen, T Lyu, S Bost, J Tong, L Li, Y Zhou, J Guo, ... medRxiv, 2024.02. 06.24302389, 2024 | | 2024 |
| The role of health system penetration rate in estimating the prevalence of type 1 diabetes in children and adolescents using electronic health records P Li, T Lyu, K Alkhuzam, E Spector, WT Donahoo, S Bost, Y Wu, ... Journal of the American Medical Informatics Association 31 (1), 165-173, 2024 | | 2024 |
