Developing an ICD-10 Coding Assistant: Pilot Study Using RoBERTa and GPT-4 for Term Extraction and Description-Based Code Selection

Abstract BackgroundThe International Classification of Diseases (ICD), developed by the World Health Organization, standardizes health condition coding to support health care policy, research, and billing, but artificial intelligence automation, while promising, still underper...

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Bibliographic Details
Main Authors: Sander Puts, Catharina M L Zegers, Andre Dekker, Iñigo Bermejo
Format: Article
Language:English
Published: JMIR Publications 2025-02-01
Series:JMIR Formative Research
Online Access:https://formative.jmir.org/2025/1/e60095
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