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This paper is in the following e-collection/theme issue:

Computer-Aided Diagnosis (447) Neurology and Neurosciences (399) Data Science (729) Chronic Conditions (568) Generative Language Models Including ChatGPT (1650) AI Language Models in Health Care (842)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/77561, first published .
Doctor reviewing Parkinson's disease assessment data on a computer screen

Prompting and Fine-Tuning Large Language Models for Parkinson Disease Diagnosis: Comparative Evaluation Study Using the PPMI Structured Dataset

Prompting and Fine-Tuning Large Language Models for Parkinson Disease Diagnosis: Comparative Evaluation Study Using the PPMI Structured Dataset

Authors of this article:

Hyun-Ji Shin1, 2 Author Orcid Image ;   Young Jin Jeong1, 3, 4 Author Orcid Image ;   Sungmin Jun2, 3, 4 Author Orcid Image ;   Do-Young Kang1, 3, 4 Author Orcid Image
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  1. Yeo T, Wang L, Cheong M, Xu X, Shanmugam H, Hew Y, Chiang P, Ang X, Balwan R, Latiff S, Lim S, Fan B, Fan X. From cell images to clinical insight: Clinically grounded explainable classification of peripheral blood and bone marrow cells with cross-modal learning. Artificial Intelligence in Medicine 2026:103560 View