| The effect of using a large language model to respond to patient messages S Chen, M Guevara, S Moningi, F Hoebers, H Elhalawani, BH Kann, ... The Lancet Digital Health 6 (6), e379-e381, 2024 | 49 | 2024 |
| An interactive dashboard to track themes, development maturity, and global equity in clinical artificial intelligence research J Zhang, S Whebell, J Gallifant, S Budhdeo, H Mattie, ... The Lancet Digital Health 4 (4), e212-e213, 2022 | 49 | 2022 |
| Artificial intelligence for mechanical ventilation: systematic review of design, reporting standards, and bias J Gallifant, J Zhang, MPA Lopez, T Zhu, L Camporota, LA Celi, F Formenti British Journal of Anaesthesia 128 (2), 343-351, 2022 | 49 | 2022 |
| Peer review of GPT-4 technical report and systems card J Gallifant, A Fiske, YA Levites Strekalova, JS Osorio-Valencia, R Parke, ... PLOS Digital Health 3 (1), e0000417, 2024 | 41 | 2024 |
| A closer look at auroc and auprc under class imbalance M McDermott, LH Hansen, H Zhang, G Angelotti, J Gallifant NeurIPS 2024, 2024 | 26 | 2024 |
| Critical bias in critical care devices ML Charpignon, J Byers, S Cabral, LA Celi, C Fernandes, J Gallifant, ... Critical Care Clinics 39 (4), 795-813, 2023 | 25 | 2023 |
| Mapping and evaluating national data flows: transparency, privacy, and guiding infrastructural transformation J Zhang, J Morley, J Gallifant, C Oddy, JT Teo, H Ashrafian, B Delaney, ... The Lancet Digital Health 5 (10), e737-e748, 2023 | 22 | 2023 |
| Disparity dashboards: an evaluation of the literature and framework for health equity improvement J Gallifant, EA Kistler, LF Nakayama, C Zera, S Kripalani, A Ntatin, ... The Lancet Digital Health 5 (11), e831-e839, 2023 | 18 | 2023 |
| Quantifying digital health inequality across a national healthcare system J Zhang, J Gallifant, RL Pierce, A Fordham, J Teo, L Celi, H Ashrafian BMJ Health & Care Informatics 30 (1), 2023 | 14 | 2023 |
| Delivering on NIH data sharing requirements: avoiding Open Data in Appearance Only H Watson, J Gallifant, Y Lai, AP Radunsky, C Villanueva, N Martinez, ... BMJ Health & Care Informatics 30 (1), 2023 | 11 | 2023 |
| A new tool for evaluating health equity in academic journals; the Diversity Factor J Gallifant, J Zhang, S Whebell, J Quion, B Escobar, J Gichoya, K Herrera, ... PLOS Global Public Health 3 (8), e0002252, 2023 | 8 | 2023 |
| Equity should be fundamental to the emergence of innovation J Gallifant, LF Nakayama, JW Gichoya, R Pierce, LA Celi PLOS Digital Health 2 (4), e0000224, 2023 | 8 | 2023 |
| Shining Light on Dark Skin: Pulse Oximetry Correction Models J Matos, T Struja, J Gallifant, ML Charpignon, JS Cardoso, LA Celi 2023 IEEE 7th Portuguese Meeting on Bioengineering (ENBENG), 211-214, 2023 | 7 | 2023 |
| The TRIPOD-LLM reporting guideline for studies using large language models J Gallifant, M Afshar, S Ameen, Y Aphinyanaphongs, S Chen, ... Nature Medicine, 1-10, 2025 | 6* | 2025 |
| Understanding and training for the impact of large language models and artificial intelligence in healthcare practice: A narrative review LG McCoy, FY Ci Ng, CM Sauer, KE Yap Legaspi, B Jain, J Gallifant, ... BMC Medical Education 24 (1), 1096, 2024 | 5 | 2024 |
| Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias S Chen*, J Gallifant*, M Gao, P Moreira, N Munch, A Muthukkumar, ... NeurIPS 2024, 2024 | 5 | 2024 |
| Navigating the Complexities of Artificial Intelligence–Enabled Real-World Data Collection for Oncology Pharmacovigilance J Gallifant, LA Celi, E Sharon, DS Bitterman JCO Clinical Cancer Informatics 8, e2400051, 2024 | 4 | 2024 |
| From quality improvement to equality improvement projects: a scoping review and framework J Gallifant, M Griffin, RL Pierce, LA Celi Iscience 26 (10), 2023 | 4 | 2023 |
| Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks J Gallifant, S Chen, P Moreira, N Munch, M Gao, J Pond, LA Celi, H Aerts, ... EMNLP 2024, 2024 | 3 | 2024 |
| Participant flow diagrams for health equity in AI JG Ellen, J Matos, M Viola, J Gallifant, J Quion, LA Celi, NSA Hussein Journal of Biomedical Informatics 152, 104631, 2024 | 3 | 2024 |
Leo Anthony CeliMassachusetts Institute of TechnologyVerified email at mit.edu