| Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review SN Payrovnaziri, Z Chen, P Rengifo-Moreno, T Miller, J Bian, JH Chen, ... Journal of the American Medical Informatics Association 27 (7), 1173-1185, 2020 | 308 | 2020 |
| Prevalence of kidney stones in the USA: the National Health and Nutrition Evaluation Survey Z Chen, M Prosperi, VY Bird Journal of Clinical Urology 12 (4), 296-302, 2019 | 114 | 2019 |
| The common antidiabetic drug metformin reduces odds of developing age-related macular degeneration EE Brown, JD Ball, Z Chen, GS Khurshid, M Prosperi, JD Ash Investigative Ophthalmology & Visual Science 60 (5), 1470-1477, 2019 | 102 | 2019 |
| Applications of artificial intelligence in drug development using real-world data Z Chen, X Liu, W Hogan, E Shenkman, J Bian Drug discovery today 26 (5), 1256-1264, 2021 | 90 | 2021 |
| Identification of important factors in an inpatient fall risk prediction model to improve the quality of care using EHR and electronic administrative data: a machine-learning … DS Lindberg, M Prosperi, RI Bjarnadottir, J Thomas, M Crane, Z Chen, ... International journal of medical informatics 143, 104272, 2020 | 80 | 2020 |
| International Classification of Diseases, Tenth Revision, Clinical Modification social determinants of health codes are poorly used in electronic health records Y Guo, Z Chen, K Xu, TJ George, Y Wu, W Hogan, EA Shenkman, J Bian Medicine 99 (52), e23818, 2020 | 70 | 2020 |
| Design and methodology challenges of environment-wide association studies: A systematic review Y Zheng, Z Chen, T Pearson, J Zhao, H Hu, M Prosperi Environmental research 183, 109275, 2020 | 59 | 2020 |
| MicroRNA predicts cognitive performance in healthy older adults JM Gullett, Z Chen, A O’Shea, M Akbar, J Bian, A Rani, EC Porges, ... Neurobiology of aging 95, 186-194, 2020 | 36 | 2020 |
| Exploring the feasibility of using real-world data from a large clinical data research network to simulate clinical trials of Alzheimer’s disease Z Chen, H Zhang, Y Guo, TJ George, M Prosperi, WR Hogan, Z He, ... NPJ digital medicine 4 (1), 84, 2021 | 31 | 2021 |
| Development of a personalized diagnostic model for kidney stone disease tailored to acute care by integrating large clinical, demographics and laboratory data: the diagnostic … Z Chen, VY Bird, R Ruchi, MS Segal, J Bian, SR Khan, MC Elie, ... BMC medical informatics and decision making 18, 1-14, 2018 | 31 | 2018 |
| 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, 2021 | 26 | 2021 |
| 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 | 24 | 2022 |
| Distributed Quasi-Poisson regression algorithm for modeling multi-site count outcomes in distributed data networks MJ Edmondson, C Luo, MN Islam, NE Sheils, J Buresh, Z Chen, J Bian, ... Journal of biomedical informatics 131, 104097, 2022 | 18 | 2022 |
| An efficient and accurate distributed learning algorithm for modeling multi-site zero-inflated count outcomes MJ Edmondson, C Luo, R Duan, M Maltenfort, Z Chen, K Locke Jr, ... Scientific reports 11 (1), 19647, 2021 | 16 | 2021 |
| Trends in gene expression profiling for prostate cancer risk assessment: a systematic review Z Chen, T Gerke, V Bird, M Prosperi Biomedicine hub 2 (2), 1-15, 2017 | 14 | 2017 |
| Cancer incidence after asthma diagnosis: Evidence from a large clinical research network in the United States Y Guo, J Bian, Z Chen, JN Fishe, D Zhang, D Braithwaite, TJ George, ... Cancer Medicine 12 (10), 11871-11877, 2023 | 13 | 2023 |
| Assess the documentation of cognitive tests and biomarkers in electronic health records via natural language processing for Alzheimer’s disease and related dementias Z Chen, H Zhang, X Yang, S Wu, X He, J Xu, J Guo, M Prosperi, F Wang, ... International journal of medical informatics 170, 104973, 2023 | 10 | 2023 |
| 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, 2021 | 10 | 2021 |
| Risk of health morbidity for the uninsured: 10-year evidence from a large hospital center in Boston, Massachusetts Z Chen, J Min, J Bian, M Wang, L Zhou, M Prosperi International Journal for Quality in Health Care 31 (5), 325-330, 2019 | 9 | 2019 |
| 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, 2021 | 8 | 2021 |
