Author

Yan-Nan Yu

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Preprint Sep 2026

ReVision3D: Attribution-Guided Recursive Self-Improvement for 3D Medical Perception

Recursive self-improvement (RSI) offers a promising path for overcoming the limited visual capability of current medical imaging agents. Yet applying RSI to volumetric imaging remains difficult: failures can arise from acquisition, perception, training recipe, or downstream inference, while self-generated feedback and...

Ho-Hin Lee, Yu-Yin Zhou, Yan-Nan Yu et al. · 0 citations

Aug 2026

Radiologically Relevant Clinical History Summarization with Large Language Models: A Multireader Performance Study.

LLMs generated radiology-relevant indications from clinical notes that were more comprehensive and factual than clinician indications, and when generated by the proprietary LLM, were ranked most useful in protocoling and imaging interpretation.

A. Serapio, Timothy L. Chen, Brian Tangsombatvisit et al. · Radiology · 1 citation