Quantitative Analysis of GPT-4 model: Optimizing Patient Eligibility Classification for Clinical Trials and Reducing Expert Judgment Dependency

Arti Devi, Shashank Uttrani, Aryansh Singla, Sarthak Jha, Nataraj Dasgupta, Sayee Natarajan, Rajeshwari S. Punekar, Larry A. Pickett, Varun Dutt. Quantitative Analysis of GPT-4 model: Optimizing Patient Eligibility Classification for Clinical Trials and Reducing Expert Judgment Dependency. In Proceedings of the 2024 8th International Conference on Medical and Health Informatics, ICMHI 2024, Yokohama, Japan, May 17-19, 2024. pages 230-237, ACM, 2024. [doi]

Abstract

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