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

Applications of AI (1062) Peer-to-Peer Support and Online Communities (1009) Methods and Instruments in Medical Informatics (433) Patient Education for Cancer (333) Breast Cancer (415) Artificial Intelligence (4944)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/92716, first published .
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Extracting Quality-of-Life Information of Patients Diagnosed With Breast Cancer From Health Care Online Forum Posts Using Open-Source Large Language Models: Algorithm Development and Evaluation Study

Extracting Quality-of-Life Information of Patients Diagnosed With Breast Cancer From Health Care Online Forum Posts Using Open-Source Large Language Models: Algorithm Development and Evaluation Study

Authors of this article:

Karolina Hanna Czok1 Author Orcid Image ;   David Maria Schmidt1 Author Orcid Image ;   Brian Po-Han Chen2, 3 Author Orcid Image ;   Deborah Kuk2, 4 Author Orcid Image ;   Josh Feldman2 Author Orcid Image ;   Philipp Cimiano1, 5 Author Orcid Image
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Karolina Hanna Czok   1 , MSc ;   David Maria Schmidt   1 , MSc ;   Brian Po-Han Chen   2, 3 , MSc ;   Deborah Kuk   2, 4 , MSc ;   Josh Feldman   2 , BS ;   Philipp Cimiano   1, 5 , Prof Dr

1 Center for Cognitive Interaction Technology, Faculty of Technology, Bielefeld University, Bielefeld, Germany

2 Inspire, Arlington, VA, United States

3 Teva Branded Pharmaceutical Products R&D LLC, Parsippany, NJ, United States

4 Datavant, Phoenix, AZ, United States

5 Semalytix GmbH, Bielefeld, Germany

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