Topic Modeling on Clinical Social Work Notes for Exploring Social Determinants of Health Factors. - Shenghuan Sun; Travis Zack; Madhumita Sushil; Atul J. Butte (CoRR, 2022)

Introducing a Comprehensive Score of Systemic Anticancer Treatment Relevance. - Travis Zack; Jeremy L. Warner (MedInfo, 2023)

Revealing the impact of social circumstances on the selection of cancer therapy through natural language processing of social work notes. - Shenghuan Sun; Travis Zack; Christopher Y. K. Williams; Atul J. Butte; Madhumita Sushil (CoRR, 2023)

Extracting detailed oncologic history and treatment plan from medical oncology notes with large language models. - Madhumita Sushil; Vanessa E. Kennedy; Brenda Y. Miao; Divneet Mandair; Travis Zack; Atul J. Butte (CoRR, 2023)

A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification. - Madhumita Sushil; Travis Zack; Divneet Mandair; Zhiwei Zheng; Ahmed Wali; Yan-Ning Yu; Yuwei Quan; Atul J. Butte (CoRR, 2024)

Identifying Reasons for Contraceptive Switching from Real-World Data Using Large Language Models. - Brenda Y. Miao; Christopher Y. K. Williams; Ebenezer Chinedu-Eneh; Travis Zack; Emily Alsentzer; Atul J. Butte; Irene Y. Chen (CoRR, 2024)

Updating the Minimum Information about CLinical Artificial Intelligence (MI-CLAIM) checklist for generative modeling research. - 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 (CoRR, 2024)

A comparative study of large language model-based zero-shot inference and task-specific supervised classification of breast cancer pathology reports. - Madhumita Sushil; Travis Zack; Divneet Mandair; Zhiwei Zheng; Ahmed Wali; Yan-Ning Yu; Yuwei Quan; Dmytro Lituiev; Atul J. Butte (J. Am. Medical Informatics Assoc., 2024)

Understanding contraceptive switching rationales from real world clinical notes using large language models. - Brenda Y. Miao; Christopher Y. K. Williams; Ebenezer Chinedu-Eneh; Travis Zack; Emily Alsentzer; Atul J. Butte; Irene Y. Chen (npj Digit. Medicine, 2025)

Expertise Is What We Want. - 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 (CoRR, 2025)

Medical Large Language Model Benchmarks Should Prioritize Construct Validity. - Ahmed Alaa; Thomas Hartvigsen; Niloufar Golchini; Shiladitya Dutta; Frances Dean; Inioluwa Deborah Raji; Travis Zack (CoRR, 2025)

ER-REASON: A Benchmark Dataset for LLM-Based Clinical Reasoning in the Emergency Room. - Nikita Mehandru; Niloufar Golchini; David Bamman; Travis Zack; Melanie F. Molina; Ahmed Alaa (CoRR, 2025)