Author

Taehee Lee

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Aug 2026

Determinants of Reader-LLM Interaction in Thoracic Radiology: Impact of Model Confidence and Reader Expertise.

Successful reader-LLM collaboration is associated with model confidence and reader expertise, with rationale quality facilitating correct advice uptake but increasing overreliance on incorrect suggestions.

Jiyoung Song, Won Gi Jeong, D. Han et al. · Radiology · 2 citations

Aug 2026

Do Accuracy Gains Reflect Genuine Visual Understanding? A Multi-Model Evaluation of Vision-Language Models in Thoracic Imaging.

Even at the highest accuracy observed here, answer-level performance can overstate visual understanding, pointing to the need for more appropriate evaluation methods that assess whether a model's reasoning is faithful to the image, not only whether its answer is correct.

Jiyoung Song, Won Gi Jeong, Hongseok Ko et al. · Journal of imaging informati... · 0 citations