Evaluating large language models for clinical note processing: local fine-tuning and internal-external validation using electronic health records from South Asia.

Hasheminasab SA., Jamil F., Afzal MU., Khan AH., Ilyas S., Noor A., Touseef A., Abbas S., Cheema HN., Shabbir MU., Hameed I., Ayub M., Masood H., Jafar A., Khan AM., Nazir MA., Jamil MA., Sultan F., DPhil SK.

DOI

10.1186/s12911-026-03366-8

Type

Journal article

Publication Date

2026-02-25T00:00:00+00:00

Keywords

Clinical note processing, Electronic health records, External validation, Fine-tuning, Global health, Health equity, Large language models, Medical concept extraction, Medical question answering

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