| Mining for equitable health: Assessing the impact of missing data in electronic health records E Getzen, L Ungar, D Mowery, X Jiang, Q Long Journal of Biomedical Informatics 139, 104269, 2023 | 119 | 2023 |
| Mental health among head and neck surgeons in Brazil during the COVID-19 pandemic: a national study AM Civantos, A Bertelli, A Gonçalves, E Getzen, C Chang, Q Long, ... American journal of otolaryngology 41 (6), 102694, 2020 | 87 | 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 | 83 | 2023 |
| On the algorithmic bias of aligning large language models with rlhf: Preference collapse and matching regularization J Xiao, Z Li, X Xie, E Getzen, C Fang, Q Long, WJ Su Journal of the American Statistical Association, 1-21, 2025 | 57 | 2025 |
| 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 | 39 | 2022 |
| An overview of large language models for statisticians W Ji, W Yuan, E Getzen, K Cho, MI Jordan, S Mei, JE Weston, WJ Su, J Xu, ... arXiv preprint arXiv:2502.17814, 2025 | 26 | 2025 |
| 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 | 26 | 2023 |
| Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record? ALM Tan, EJ Getzen, MR Hutch, ZH Strasser, A Gutiérrez-Sacristán, TT Le, ... Journal of biomedical informatics 139, 104306, 2023 | 26 | 2023 |
| Realizing the potential of social determinants data in EHR systems: A scoping review of approaches for screening, linkage, extraction, analysis, and interventions C Li, DL Mowery, X Ma, R Yang, U Vurgun, S Hwang, HK Donnelly, ... Journal of Clinical and Translational Science 8 (1), e147, 2024 | 25 | 2024 |
| Characterization of long COVID temporal sub-phenotypes by distributed representation learning from electronic health record data: a cohort study A Dagliati, ZH Strasser, ZSH Abad, JG Klann, KB Wagholikar, R Mesa, ... EClinicalMedicine 64, 2023 | 25 | 2023 |
| Mining for health: A comparison of word embedding methods for analysis of ehrs data E Getzen, Y Ruan, L Ungar, Q Long Statistics in Precision Health: Theory, Methods and Applications, 313-338, 2024 | 18 | 2024 |
| 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 | 15 | 2023 |
| Sadi: Similarity-aware diffusion model-based imputation for incomplete temporal ehr data Z Dai, E Getzen, Q Long International Conference on Artificial Intelligence and Statistics, 4195-4203, 2024 | 14 | 2024 |
| Validation of biomechanical computed tomography for fracture risk classification in metastatic hormone-sensitive prostate cancer JK Lin, CM Hearn, E Getzen, Q Long, DC Lee, TM Keaveny, ... European urology oncology 7 (4), 794-803, 2024 | 12 | 2024 |
| Discret: Synthesizing faithful explanations for treatment effect estimation Y Wu, M Keoliya, K Chen, N Velingker, Z Li, EJ Getzen, Q Long, M Naik, ... Proceedings of machine learning research 235, 53597, 2024 | 11 | 2024 |
| Realizing the potential of social determinants data: a scoping review of approaches for screening, linkage, extraction, analysis and interventions C Li, DL Mowery, X Ma, R Yang, U Vurgun, S Hwang, HK Donnelly, ... medRxiv, 2024 | 5 | 2024 |
| Crowd-sourced machine learning prediction of long COVID using data from the National COVID Cohort Collaborative T Bergquist, J Loomba, E Pfaff, F Xia, Z Zhao, Y Zhu, E Mitchell, ... EBioMedicine 108, 2024 | 4 | 2024 |
| Implications of mappings between International Classification of Diseases clinical diagnosis codes and Human Phenotype Ontology terms ALM Tan, RS Gonçalves, W Yuan, GA Brat, R Gentleman, IS Kohane, ... JAMIA open 7 (4), 2024 | 3 | 2024 |
| Leveraging informative missing data to learn about acute respiratory distress syndrome and mortality in long-term hospitalized COVID-19 patients throughout the years of the … E Getzen, ALM Tan, G Brat, GS Omenn, Z Strasser, Q Long, JH Holmes, ... medRxiv, 2023 | 3 | 2023 |
| Filling the gaps: leveraging large language models for temporal harmonization of clinical text across multiple medical visits for clinical prediction I Choi, Q Long, E Getzen medRxiv, 2024 | 2 | 2024 |
