Empirical comparison of publication bias tests in meta-analysis L Lin, H Chu, MH Murad, C Hong, Z Qu, SR Cole, Y Chen Journal of general internal medicine 33, 1260-1267, 2018 | 242 | 2018 |
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium GA Brat, GM Weber, N Gehlenborg, P Avillach, NP Palmer, L Chiovato, ... NPJ digital medicine 3 (1), 109, 2020 | 180 | 2020 |
High-throughput phenotyping with electronic medical record data using a common semi-supervised approach (PheCAP) Y Zhang, T Cai, S Yu, K Cho, C Hong, J Sun, J Huang, YL Ho, ... Nature protocols 14 (12), 3426-3444, 2019 | 116 | 2019 |
What every reader should know about studies using electronic health record data but may be afraid to ask IS Kohane, BJ Aronow, P Avillach, BK Beaulieu-Jones, R Bellazzi, ... Journal of medical Internet research 23 (3), e22219, 2021 | 95 | 2021 |
Association of interleukin 6 receptor variant with cardiovascular disease effects of interleukin 6 receptor blocking therapy: a phenome-wide association study T Cai, Y Zhang, YL Ho, N Link, J Sun, J Huang, TA Cai, S Damrauer, ... JAMA cardiology 3 (9), 849-857, 2018 | 82 | 2018 |
High-throughput multimodal automated phenotyping (MAP) with application to PheWAS KP Liao, J Sun, TA Cai, N Link, C Hong, J Huang, JE Huffman, ... Journal of the American Medical Informatics Association 26 (11), 1255-1262, 2019 | 80 | 2019 |
Identifying lupus patients in electronic health records: development and validation of machine learning algorithms and application of rule-based algorithms A Jorge, VM Castro, A Barnado, V Gainer, C Hong, T Cai, T Cai, R Carroll, ... Seminars in arthritis and rheumatism 49 (1), 84-90, 2019 | 74 | 2019 |
Performance of a machine learning algorithm using electronic health record data to identify and estimate survival in a longitudinal cohort of patients with lung cancer Q Yuan, T Cai, C Hong, M Du, BE Johnson, M Lanuti, T Cai, DC Christiani JAMA Network Open 4 (7), e2114723-e2114723, 2021 | 66 | 2021 |
Home environmental and lifestyle factors associated with asthma, rhinitis and wheeze in children in Beijing, China S Huang, E Garshick, LB Weschler, C Hong, J Li, L Li, F Qu, D Gao, ... Environmental pollution 256, 113426, 2020 | 48 | 2020 |
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 | 44 | 2023 |
Testing small study effects in multivariate meta-analysis C Hong, G Salanti, SC Morton, RD Riley, H Chu, SE Kimmel, Y Chen Biometrics 76 (4), 1240-1250, 2020 | 42 | 2020 |
A fast divide-and-conquer sparse Cox regression Y Wang, C Hong, N Palmer, Q Di, J Schwartz, I Kohane, T Cai Biostatistics 22 (2), 381-401, 2021 | 40 | 2021 |
An alternative pseudolikelihood method for multivariate random‐effects meta‐analysis Y Chen, C Hong, RD Riley Statistics in medicine 34 (3), 361-380, 2015 | 39 | 2015 |
Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data C Hong, E Rush, M Liu, D Zhou, J Sun, A Sonabend, VM Castro, ... NPJ digital medicine 4 (1), 151, 2021 | 38 | 2021 |
Automated ICD coding via unsupervised knowledge integration (UNITE) A Sonabend, W Cai, Y Ahuja, A Ananthakrishnan, Z Xia, S Yu, C Hong International journal of medical informatics 139, 104135, 2020 | 38 | 2020 |
Incorporating natural language processing to improve classification of axial spondyloarthritis using electronic health records SS Zhao, C Hong, T Cai, C Xu, J Huang, J Ermann, NJ Goodson, ... Rheumatology 59 (5), 1059-1065, 2020 | 37 | 2020 |
Predictive accuracy of stroke risk prediction models across black and white race, sex, and age groups C Hong, MJ Pencina, DM Wojdyla, JL Hall, SE Judd, M Cary, ... Jama 329 (4), 306-317, 2023 | 35 | 2023 |
Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data JG Klann, H Estiri, GM Weber, B Moal, P Avillach, C Hong, ALM Tan, ... Journal of the American Medical Informatics Association 28 (7), 1411-1420, 2021 | 35 | 2021 |
ZIP4 is a novel diagnostic and prognostic marker in human pancreatic cancer: a systemic comparison between EUS-FNA and surgical specimens C Xu, MB Wallace, J Yang, L Jiang, Q Zhai, Y Zhang, C Hong, Y Chen, ... Current molecular medicine 14 (3), 309-315, 2014 | 35 | 2014 |
sureLDA: A multidisease automated phenotyping method for the electronic health record Y Ahuja, D Zhou, Z He, J Sun, VM Castro, V Gainer, SN Murphy, C Hong, ... Journal of the American Medical Informatics Association 27 (8), 1235-1243, 2020 | 34 | 2020 |