Travis Zack

13 papers Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
ER-REASON: A Benchmark Dataset for LLM-Based Clinical Reasoning in the Emergency Room.
CoRR
Nikita Mehandru, Niloufar Golchini, David Bamman, Travis Zack, Melanie F. Molina, Ahmed Alaa
2025 J jnl
Expertise Is What We Want.
CoRR
Alan Ashworth, Munir Al-Dajani, Keegan Duchicela, Kiril Kafadarov, Allison Kurian, Othman Laraki, Amina Lazrak, Divneet Mandair, Wendy McKennon, Rebecca Miksad, Jayodita C. Sanghvi, Travis Zack
2025 J jnl
Medical Large Language Model Benchmarks Should Prioritize Construct Validity.
CoRR
Ahmed M. Alaa, Thomas Hartvigsen, Niloufar Golchini, Shiladitya Dutta, Frances Dean, Inioluwa Deborah Raji, Travis Zack
2025 — conf
Position: Medical Large Language Model Benchmarks Should Prioritize Construct Validity.
ICML (Position Papers)
Ahmed Alaa, Thomas Hartvigsen, Niloufar Golchini, Shiladitya Dutta, Frances Dean, Inioluwa Deborah Raji, Travis Zack
2025 J jnl
Understanding contraceptive switching rationales from real world clinical notes using large language models.
npj Digit. Medicine
Brenda Y. Miao, Christopher Y. K. Williams, Ebenezer Chinedu-Eneh, Travis Zack, Emily Alsentzer, Atul J. Butte, Irene Y. Chen
2024 J jnl
A comparative study of large language model-based zero-shot inference and task-specific supervised classification of breast cancer pathology reports.
J. Am. Medical Informatics Assoc.
Madhumita Sushil, Travis Zack, Divneet Mandair, Zhiwei Zheng, Ahmed Wali, Yan-Ning Yu, Yuwei Quan, Dmytro Lituiev, Atul J. Butte
2024 J jnl
A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification.
CoRR
Madhumita Sushil, Travis Zack, Divneet Mandair, Zhiwei Zheng, Ahmed Wali, Yan-Ning Yu, Yuwei Quan, Atul J. Butte
2024 J jnl
Identifying Reasons for Contraceptive Switching from Real-World Data Using Large Language Models.
CoRR
Brenda Y. Miao, Christopher Y. K. Williams, Ebenezer Chinedu-Eneh, Travis Zack, Emily Alsentzer, Atul J. Butte, Irene Y. Chen
2024 J jnl
Updating the Minimum Information about CLinical Artificial Intelligence (MI-CLAIM) checklist for generative modeling research.
CoRR
Brenda Y. Miao, Irene Y. Chen, Christopher Y. K. Williams, Jaysón M. Davidson, Augusto Garcia-Agundez, Harry Sun, Travis Zack, Atul J. Butte, Madhumita Sushil
2023 J jnl
Extracting detailed oncologic history and treatment plan from medical oncology notes with large language models.
CoRR
Madhumita Sushil, Vanessa E. Kennedy, Brenda Y. Miao, Divneet Mandair, Travis Zack, Atul J. Butte
2023 — conf
Introducing a Comprehensive Score of Systemic Anticancer Treatment Relevance.
MedInfo
Travis Zack, Jeremy L. Warner
2023 J jnl
Revealing the impact of social circumstances on the selection of cancer therapy through natural language processing of social work notes.
CoRR
Shenghuan Sun, Travis Zack, Christopher Y. K. Williams, Atul J. Butte, Madhumita Sushil
2022 J jnl
Topic Modeling on Clinical Social Work Notes for Exploring Social Determinants of Health Factors.
CoRR
Shenghuan Sun, Travis Zack, Madhumita Sushil, Atul J. Butte