Author

Sangjoon Park

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Open access Jul 2026

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

Abstract Background Test-time scaling has emerged as a promising method to enhance the reasoning capabilities of large language models (LLMs) and vision-language models (VLMs) during inference without additional training. While foundational studies established scaling paradigms in general domains, their applicability t...

Gyutaek Oh, Seoyeon Kim, Sangjoon Park et al. · Journal of Medical Internet... · 1 citation