Taiwanese journal of obstetrics & gynecologyHumansFemaleGenital NeoplasmsInternational Classification of DiseasesReproducibility of Results
Fine-tuning Llama-2-13B with AI-generated medical diagnoses: A novel strategy for optimizing ICD coding in gynecologic oncology.
Yu-Ling Liang, Chiu-Fan Chen, Meng-Hsing Wu, Keng-Fu Hsu, Po-Ting Chang, Yuan-Jhe Chuang, Po-Fan Chen
Published: 202510.1016/j.tjog.2025.02.006
Abstract
OBJECTIVE: Given the substantial advancements in Large Language Models (LLMs), this study aimed to explore the effectiveness of using AI-generated medical diagnoses in the fine-tuning of the Llama-2 model, with the objective of optimizing the ICD10 c…
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