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

Formative Evaluation of Digital Health Interventions (2823) AI Language Models in Health Care (106) Ontologies, Classifications, and Coding (271) Generative Language Models Including ChatGPT (497)

Published on in Vol 9 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/60095, first published .
Developing an ICD-10 Coding Assistant: Pilot Study Using RoBERTa and GPT-4 for Term Extraction and Description-Based Code Selection

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

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

Authors of this article:

Sander Puts1 Author Orcid Image ;   Catharina M L Zegers1 Author Orcid Image ;   Andre Dekker1 Author Orcid Image ;   Iñigo Bermejo1, 2 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Sander Puts   1 , PhD ;   Catharina M L Zegers   1 , PhD ;   Andre Dekker   1 , PhD ;   Iñigo Bermejo   1, 2 , PhD

1 Department of Radiation Oncology (Maastro), GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands

2 Data Science Institute (DSI), Hasselt University, Belgium

Corresponding Author:

  • Sander Puts, PhD
  • Department of Radiation Oncology (Maastro)
  • GROW Research Institute for Oncology and Reproduction
  • Maastricht University Medical Centre+
  • P.O. Box 616
  • Maastricht, 6200 MD
  • The Netherlands
  • Phone: 31 43 38 81863
  • Email: putssander@gmail.com