| A meta-analysis of the associations between the nurse work environment in hospitals and 4 sets of outcomes ET Lake, J Sanders, R Duan, KA Riman, KM Schoenauer, Y Chen Medical care 57 (5), 353-361, 2019 | 302 | 2019 |
| Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm R Duan, MR Boland, Z Liu, Y Liu, HH Chang, H Xu, H Chu, CH Schmid, ... Journal of the American Medical Informatics Association 27 (3), 376-385, 2020 | 83 | 2020 |
| Learning from local to global-an efficient distributed algorithm for modeling time-to-event data R Duan, C Luo, MH Schuemie, J Tong, JC Liang, HH Chang, MR Boland, ... Journal of the American Medical Informatics Association 27 (7), 1028–1036, 2020 | 63 | 2020 |
| Heterogeneity-aware and communication-efficient distributed statistical inference R Duan, Y Ning, Y Chen Biometrika 109 (1), 67-83, 2022 | 51 | 2022 |
| ODAL: A one-shot distributed algorithm to perform logistic regressions on electronic health records data from multiple clinical sites R Duan, MR Boland, JH Moore, Y Chen BIOCOMPUTING 2019: Proceedings of the Pacific Symposium, 30-41, 2018 | 46 | 2018 |
| An empirical study for impacts of measurement errors on EHR based association studies R Duan, M Cao, Y Wu, J Huang, JC Denny, H Xu, Y Chen AMIA Annual Symposium Proceedings 2016, 1764, 2016 | 40 | 2016 |
| Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: an international multi-centre observational cohort study BWL Tan, BWQ Tan, ALM Tan, ER Schriver, A Gutiérrez-Sacristán, P Das, ... EClinicalMedicine 55, 2023 | 38 | 2023 |
| Targeting underrepresented populations in precision medicine: A federated transfer learning approach S Li, T Cai, R Duan The Annals of Applied Statistics 17 (4), 2970-2992, 2023 | 29 | 2023 |
| Robust-ODAL: Learning from heterogeneous health systems without sharing patient-level data J Tong, R Duan, R Li, MJ Scheuemie, JH Moore, Y Chen PACIFIC SYMPOSIUM ON BIOCOMPUTING 2020, 695-706, 2019 | 24 | 2019 |
| PIE: A prior knowledge guided integrated likelihood estimation method for bias reduction in association studies using electronic health records data J Huang, R Duan, RA Hubbard, Y Wu, JH Moore, H Xu, Y Chen Journal of the American Medical Informatics Association 25 (3), 345-352, 2018 | 24 | 2018 |
| SurvMaximin: robust federated approach to transporting survival risk prediction models X Wang, HG Zhang, X Xiong, C Hong, GM Weber, GA Brat, CL Bonzel, ... Journal of biomedical informatics 134, 104176, 2022 | 22 | 2022 |
| 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 | 21 | 2022 |
| Visualized Emotion Ontology: a model for representing visual cues of emotions R Lin, MT Amith, C Liang, R Duan, Y Chen, C Tao BMC medical informatics and decision making 18, 101-113, 2018 | 21 | 2018 |
| Predictive P-score for treatment ranking in Bayesian network meta-analysis KJ Rosenberger, R Duan, Y Chen, L Lin BMC medical research methodology 21, 1-10, 2021 | 20 | 2021 |
| ODACH: a one-shot distributed algorithm for Cox model with heterogeneous multi-center data C Luo, R Duan, AC Naj, HR Kranzler, J Bian, Y Chen Scientific reports 12 (1), 6627, 2022 | 16 | 2022 |
| Publication and outcome reporting bias A Marks-Anglin, R Duan, Y Chen, O Panagiotou, CH Schmid Handbook of meta-analysis, 283-312, 2020 | 15 | 2020 |
| Distributed learning for heterogeneous clinical data with application to integrating COVID-19 data across 230 sites J Tong, C Luo, MN Islam, NE Sheils, J Buresh, M Edmondson, PA Merkel, ... NPJ digital medicine 5 (1), 76, 2022 | 13 | 2022 |
| Hospitalizations associated with mental health conditions among adolescents in the US and France during the COVID-19 pandemic A Gutiérrez-Sacristán, A Serret-Larmande, MR Hutch, C Sáez, BJ Aronow, ... JAMA Network Open 5 (12), e2246548-e2246548, 2022 | 12 | 2022 |
| Federated adaptive causal estimation (face) of target treatment effects L Han, J Hou, K Cho, R Duan, T Cai arXiv preprint arXiv:2112.09313, 2021 | 12 | 2021 |
| 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 | 12 | 2021 |
