| Learning from local to global: An efficient distributed algorithm for modeling time-to-event data R Duan, C Luo, MJ Schuemie, J Tong, CJ Liang, HH Chang, MR Boland, ... Journal of the American Medical Informatics Association 27 (7), 1028-1036, 2020 | 62 | 2020 |
| Use of deep learning to analyze social media discussions about the human papillomavirus vaccine J Du, C Luo, R Shegog, J Bian, RM Cunningham, JA Boom, GA Poland, ... JAMA network open 3 (11), e2022025-e2022025, 2020 | 35 | 2020 |
| Canonical variate regression C Luo, J Liu, DK Dey, K Chen Biostatistics 17 (3), 468-483, 2016 | 32 | 2016 |
| Leveraging mixed and incomplete outcomes via reduced-rank modeling C Luo, J Liang, G Li, F Wang, C Zhang, DK Dey, K Chen Journal of Multivariate Analysis 167, 378-394, 2018 | 22 | 2018 |
| Leveraging deep learning to understand health beliefs about the human papillomavirus vaccine from social media J Du, RM Cunningham, Y Xiang, F Li, Y Jia, JA Boom, S Myneni, J Bian, ... NPJ Digital Medicine 2 (1), 27, 2019 | 21 | 2019 |
| 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 |
| dPQL: a lossless distributed algorithm for generalized linear mixed model with application to privacy-preserving hospital profiling C Luo, MN Islam, NE Sheils, J Buresh, MJ Schuemie, JA Doshi, ... Journal of the American Medical Informatics Association 29 (8), 1366-1371, 2022 | 15 | 2022 |
| 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 | 15 | 2022 |
| 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 |
| Privacy-preserving harmonization via distributed ComBat AA Chen, C Luo, Y Chen, RT Shinohara, H Shou, ... NeuroImage 248, 118822, 2022 | 13 | 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 | 12 | 2021 |
| Accounting for publication bias using a bivariate trim and fill meta‐analysis procedure C Luo, A Marks‐Anglin, R Duan, L Lin, C Hong, H Chu, Y Chen Statistics in medicine 41 (18), 3466-3478, 2022 | 11 | 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 | 11 | 2022 |
| Predictors of postinfectious inflammatory response syndrome in HIV-negative immunocompetent cryptococcal meningitis J Liu, C Luo, M Li, YJ Wang, X Xu, L Yang, B Qin, Y Chen, Y Jiang, ... Journal of Neurology, Neurosurgery & Psychiatry 92 (6), 680-681, 2021 | 9 | 2021 |
| Risk of persistent opioid use following major surgery in matched samples of patients with and without cancer M Falcone, C Luo, Y Chen, D Birtwell, M Cheatle, R Duan, PE Gabriel, ... Cancer Epidemiology, Biomarkers & Prevention 29 (11), 2126-2133, 2020 | 9 | 2020 |
| Prediction of post‐vaccination Guillain‐Barré syndrome using data from a passive surveillance system C Luo, Y Jiang, J Du, J Tong, J Huang, V Lo Re III, SS Ellenberg, ... Pharmacoepidemiology and drug safety 30 (5), 602-609, 2021 | 8 | 2021 |
| Lossless distributed linear mixed model with application to integration of heterogeneous healthcare data C Luo, MN Islam, NE Sheils, J Reps, J Buresh, R Duan, J Tong, ... medRxiv, 2020.11. 16.20230730, 2020 | 8 | 2020 |
| The association of prescription opioid use with suicide attempts: An analysis of statewide medical claims data C Luo, K Chen, R Doshi, N Rickles, Y Chen, H Schwartz, RH Aseltine PLoS one 17 (6), e0269809, 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 |
| Elevated plasma homocysteine levels in anti-N-methyl-D-aspartate receptor encephalitis L Liu, J Liang, Q Liu, C Luo, J Liu, R Fan, Z Chen, Y Chen, F Peng, ... Frontiers in Neurology 10, 464, 2019 | 7 | 2019 |
Yong ChenProfessor of Biostatistics, The University of PennsylvaniaBestätigte E-Mail-Adresse bei upenn.edu
