Jack Gallifant

Publication Activity (10 Years)

Years Active: 2024-2024
Publications (10 Years): 9

Top Topics

Random Subspaces

Top Venues

J. Biomed. Informatics

Publications

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 (2024)
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 (2024)
Matthew B. A. McDermott, Lasse Hyldig Hansen, Haoran Zhang, Giovanni Angelotti, Jack Gallifant
A Closer Look at AUROC and AUPRC under Class Imbalance. CoRR (2024)
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 (2024)
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 (2024)
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 (2024)
Justin Xu, Jack Gallifant, Alistair E. W. Johnson, Matthew B. A. McDermott
ACES: Automatic Cohort Extraction System for Event-Stream Datasets. CoRR (2024)
David Restrepo, Chenwei Wu, Constanza Vásquez-Venegas, João Matos, Jack Gallifant, Luis Filipe
Analyzing Diversity in Healthcare LLM Research: A Scientometric Perspective. CoRR (2024)
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 (2024)