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

Methods in Cancer Research (90) Clinical Information and Decision Making (3888) Ontologies, Classifications, and Coding (468) Innovations and Technology in Cancer Care (707) Secondary Use of Clinical Data for Research and Surveillance (659)

Published on in Vol 12 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/99573, first published .
Woman reviewing cancer registry data on a computer screen.

Metastasis Extraction From Non–Small Cell Lung Cancer Clinical Notes Using Large Language Model–Based Classification: Retrospective Comparative Study

Metastasis Extraction From Non–Small Cell Lung Cancer Clinical Notes Using Large Language Model–Based Classification: Retrospective Comparative Study

Authors of this article:

Sweta Balaji1 Author Orcid Image ;   Kiersten Campbell1 Author Orcid Image ;   Rou-Zhen Chen2 Author Orcid Image ;   Daniel Smith3 Author Orcid Image ;   Matthew A Reyna1 Author Orcid Image ;   Abeed Sarker1 Author Orcid Image ;   Joshua D Wallach2 Author Orcid Image ;   Ravi B Parikh4 Author Orcid Image ;   Selen Bozkurt1 Author Orcid Image
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Sweta Balaji   1 , BS ;   Kiersten Campbell   1 , MS ;   Rou-Zhen Chen   2 , MPH ;   Daniel Smith   3 , MS ;   Matthew A Reyna   1 , PhD ;   Abeed Sarker   1 , PhD ;   Joshua D Wallach   2 , PhD ;   Ravi B Parikh   4 , MD ;   Selen Bozkurt   1 , PhD

1 Department of Biomedical Informatics, School of Medicine, Emory University, Atlanta, GA, United States

2 Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States

3 Department of IT and Research Informatics, Winship Cancer Institute, Atlanta, GA, United States

4 Department of Hematology and Medical Oncology, School of Medicine, Emory University, Atlanta, GA, United States

Corresponding Author:

  • Selen Bozkurt, PhD
  • Department of Biomedical Informatics
  • School of Medicine
  • Emory University
  • 100 Woodruff Circle
  • Atlanta, GA 30322
  • United States
  • Phone: 1 (404) 727-4631
  • Email: selen.bozkurt@emory.edu