Making LLM Predictions Interpretable: Fine-Tuning GPT-4o for Early Discontinuation of Cancer Medication

Congning Ni, Qingyuan Song, Jeremy L. Warner, Qingxia Chen, Lijun Song, S. Trent Rosenbloom, Autumn Zuckerman, Bridget Lynch, Bradley A. Malin, Zhijun Yin. Making LLM Predictions Interpretable: Fine-Tuning GPT-4o for Early Discontinuation of Cancer Medication. In Mauro Giacomini, Jaime Delgado, Theodoros N. Arvanitis, Elisavet Andrikopoulou, Arriel Benis, Gabriella Balestra, Riccardo Bellazzi, Parisis Gallos, Roberto Gatta, Daniele Roberto Giacobbe, Noemi Giordano, Maria Hägglund, Lars Lindsköld, Lenka Lhotská, Sara Marceglia, Enea Parimbelli, Lucia Sacchi, Paolo Soda, Lacramioara Stoicu-Tivadar, Pierangelo Veltri, Patrizia Vizza, editors, Opening the Personal Gate between Technology and Health Care - Proceedings of MIE 2026, Genova, Italy, 25-28 May 2026. Volume 336 of Studies in Health Technology and Informatics, pages 750-754, IOS Press, 2026. [doi]

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