| 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 | 51 | 2021 |
| Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program A Verma, JE Huffman, A Rodriguez, M Conery, M Liu, YL Ho, Y Kim, ... Science 385 (6706), eadj1182, 2024 | 42 | 2024 |
| Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization D Zhou, Z Gan, X Shi, A Patwari, E Rush, CL Bonzel, VA Panickan, ... Journal of Biomedical Informatics 133, 104147, 2022 | 25 | 2022 |
| Potential pitfalls in the use of real-world data for studying long COVID HG Zhang, JP Honerlaw, M Maripuri, MJ Samayamuthu, ... Nature medicine 29 (5), 1040-1043, 2023 | 19 | 2023 |
| Clinical phenotypes and outcomes in children with multisystem inflammatory syndrome across SARS-CoV-2 variant eras: a multinational study from the 4CE consortium F Sperotto, A Gutiérrez-Sacristán, S Makwana, X Li, VN Rofeberg, T Cai, ... EClinicalMedicine 64, 2023 | 18 | 2023 |
| Multimodal representation learning for predicting molecule–disease relations J Wen, X Zhang, E Rush, VA Panickan, X Li, T Cai, D Zhou, YL Ho, ... Bioinformatics 39 (2), btad085, 2023 | 16 | 2023 |
| Acute respiratory distress syndrome after SARS-CoV-2 infection on young adult population: International observational federated study based on electronic health records through … B Moal, A Orieux, T Ferté, A Neuraz, GA Brat, P Avillach, CL Bonzel, T Cai, ... Plos one 18 (1), e0266985, 2023 | 9 | 2023 |
| A high-throughput phenotyping algorithm is portable from adult to pediatric populations A Geva, M Liu, VA Panickan, P Avillach, T Cai, KD Mandl Journal of the American Medical Informatics Association 28 (6), 1265-1269, 2021 | 7 | 2021 |
| Centralized Interactive Phenomics Resource: an integrated online phenomics knowledgebase for health data users J Honerlaw, YL Ho, F Fontin, M Murray, A Galloway, D Heise, ... Journal of the American Medical Informatics Association 31 (5), 1126-1134, 2024 | 6 | 2024 |
| Endovascular aneurysm repair devices as a use case for postmarketing surveillance of medical devices X Wang, VA Panickan, T Cai, X Xiong, K Cho, T Cai, FT Bourgeois JAMA internal medicine 183 (10), 1090-1097, 2023 | 6 | 2023 |
| Arch: Large-scale knowledge graph via aggregated narrative codified health records analysis Z Gan, D Zhou, E Rush, VA Panickan, YL Ho, G Ostrouchov, Z Xu, S Shen, ... medRxiv, 2023 | 6 | 2023 |
| Scalable relevance ranking algorithm via semantic similarity assessment improves efficiency of medical chart review T Cai, Z He, C Hong, Y Zhang, YL Ho, J Honerlaw, A Geva, VA Panickan, ... Journal of Biomedical Informatics 132, 104109, 2022 | 6 | 2022 |
| LATTE: Label-efficient incident phenotyping from longitudinal electronic health records J Wen, J Hou, CL Bonzel, Y Zhao, VM Castro, VS Gainer, D Weisenfeld, ... Patterns 5 (1), 2024 | 3 | 2024 |
| Harnessing electronic health records for real-world evidence J Hou, R Zhao, J Gronsbell, BK Beaulieu-Jones, G Webber, T Jemielita, ... arXiv preprint arXiv:2211.16609, 2022 | 3 | 2022 |
| Knowledge-driven online multimodal automated phenotyping system X Xiong, SM Sweet, M Liu, C Hong, CL Bonzel, VA Panickan, D Zhou, ... medRxiv, 2023.09. 29.23296239, 2023 | 2 | 2023 |
| Characterizing the use of the ICD-10 code for long COVID in 3 US healthcare systems HG Zhang, JP Honerlaw, M Maripuri, MJ Samayamuthu, ... medRxiv, 2023.02. 12.23285701, 2023 | 2 | 2023 |
| Characterization of Post–COVID-19 Definitions and Clinical Coding Practices: Longitudinal Study M Maripuri, A Dey, J Honerlaw, C Hong, YL Ho, V Tanukonda, AW Chen, ... Online Journal of Public Health Informatics 16, e53445, 2024 | 1 | 2024 |
| Characterization of Long COVID Definitions and Clinical Coding Practices M Maripuri, AT Dey, JP Honerlaw, C Hong, YL Ho, V Tanukonda, ... medRxiv, 2023.10. 04.23296301, 2023 | 1 | 2023 |
| DOME: Directional medical embedding vectors from electronic health records J Wen, H Xue, E Rush, VA Panickan, T Cai, D Zhou, YL Ho, L Costa, ... Journal of Biomedical Informatics, 104768, 2025 | | 2025 |
| Multisource representation learning for pediatric knowledge extraction from electronic health records M Li, X Li, K Pan, A Geva, D Yang, SM Sweet, CL Bonzel, ... NPJ Digital Medicine 7 (1), 319, 2024 | | 2024 |
