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Artificial Intelligence (4956) New Methods (1854) Digital Health, Telehealth and e-Innovation in Clinical Settings (749) New Methods and Approaches in Medical Education (668) Biomedical Engineering Articles (100) Machine Learning (3317) Development and Evaluation of Research Methods, Instruments and Tools (1403)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/90693, first published .
Doctor's desk with laptop displaying medical scans, stethoscope, and charts.

Model and Task-Aware Test-Time Scaling Strategies for Large Language and Vision-Language Models in Medicine: Evaluation Study

Model and Task-Aware Test-Time Scaling Strategies for Large Language and Vision-Language Models in Medicine: Evaluation Study

Authors of this article:

Gyutaek Oh1, 2 Author Orcid Image ;   Seoyeon Kim3 Author Orcid Image ;   Sangjoon Park2, 4, 5, 6 Author Orcid Image ;   Byung-Hoon Kim1, 2, 7, 8 Author Orcid Image
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Conference Proceedings

  1. Slobodianiuk A, Semerikov S. CEUR Workshop Proceedings, Vol-4260: Proceedings of the 8th Workshop for Young Scientists in Computer Science & Software Engineering (CS&SE@SW 2025). Advanced deep learning methods for text generation in 2022-2024 literature: a systematic review View