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2020 – today
- 2024
[j2]Jacob G. Ellen
, João Matos, Martin Viola, Jack Gallifant, Justin Quion, Leo Anthony Celi, Nebal S. Abu Hussein:
Participant flow diagrams for health equity in AI. J. Biomed. Informatics 152: 104631 (2024)- [j1]Jack Gallifant, Danielle S. Bitterman, Leo Anthony Celi, Judy W. Gichoya, João Matos, Liam G. McCoy, Robin L. Pierce:
Ethical debates amidst flawed healthcare artificial intelligence metrics. npj Digit. Medicine 7(1) (2024) - [c1]David Restrepo, Luis Filipe Nakayama, Robyn Gayle Dychiao, Chenwei Wu, Liam G. McCoy, Jose Carlo Artiaga, Marisa Cobanaj, João Matos, Jack Gallifant, Danielle S. Bitterman, Vincenz Ferrer, Yindalon Aphinyanaphongs, Leo Anthony Celi:
Seeing Beyond Borders: Evaluating LLMs in Multilingual Ophthalmological Question Answering. ICHI 2024: 565-566 - [i10]Matthew B. A. McDermott, Lasse Hyldig Hansen, Haoran Zhang, Giovanni Angelotti, Jack Gallifant:
A Closer Look at AUROC and AUPRC under Class Imbalance. CoRR abs/2401.06091 (2024) - [i9]Shan Chen, Jack Gallifant, Marco Guevara, Yanjun Gao, Majid Afshar, Timothy Miller, Dmitriy Dligach, Danielle S. Bitterman:
Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical Data. CoRR abs/2403.19511 (2024) - [i8]Lasse Hyldig Hansen, Nikolaj Andersen, Jack Gallifant, Liam G. McCoy, James K. Stone, Nura Izath, Marcela Aguirre-Jerez, Danielle S. Bitterman, Judy Gichoya, Leo Anthony Celi:
Seeds of Stereotypes: A Large-Scale Textual Analysis of Race and Gender Associations with Diseases in Online Sources. CoRR abs/2405.05049 (2024) - [i7]Shan Chen, Jack Gallifant, Mingye Gao, Pedro Moreira, Nikolaj Munch, Ajay Muthukkumar, Arvind Rajan, Jaya Kolluri, Amelia Fiske, Janna Hastings, Hugo J. W. L. Aerts, Brian Anthony, Leo Anthony Celi, William G. La Cava, Danielle S. Bitterman:
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias. CoRR abs/2405.05506 (2024) - [i6]Jack Gallifant, Shan Chen, Pedro Moreira, Nikolaj Munch, Mingye Gao, Jackson Pond, Leo Anthony Celi, Hugo J. W. L. Aerts, Thomas Hartvigsen, Danielle S. Bitterman:
Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks. CoRR abs/2406.12066 (2024) - [i5]David Restrepo, Chenwei Wu, Constanza Vásquez-Venegas, João Matos, Jack Gallifant, Luis Filipe:
Analyzing Diversity in Healthcare LLM Research: A Scientometric Perspective. CoRR abs/2406.13152 (2024) - [i4]Justin Xu, Jack Gallifant, Alistair E. W. Johnson, Matthew B. A. McDermott:
ACES: Automatic Cohort Extraction System for Event-Stream Datasets. CoRR abs/2406.19653 (2024) - [i3]João Matos, Jack Gallifant, Jian Pei, A. Ian Wong:
EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language Models. CoRR abs/2407.00242 (2024) - [i2]Huizi Yu, Jiayan Zhou, Lingyao Li, Shan Chen, Jack Gallifant, Anye Shi, Xiang Li, Wenyue Hua, Mingyu Jin, Guang Chen, Yang Zhou, Zhao Li, Trisha Gupte, Ming-Li Chen, Zahra Azizi, Yongfeng Zhang, Themistocles L. Assimes, Xin Ma, Danielle S. Bitterman, Lin Lu, Lizhou Fan:
AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow. CoRR abs/2409.18924 (2024) - [i1]Shan Chen, Mingye Gao, Kuleen Sasse, Thomas Hartvigsen, Brian Anthony, Lizhou Fan, Hugo J. W. L. Aerts, Jack Gallifant, Danielle S. Bitterman:
Wait, but Tylenol is Acetaminophen... Investigating and Improving Language Models' Ability to Resist Requests for Misinformation. CoRR abs/2409.20385 (2024)
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