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Zhi-Chao Tong

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Review Open access Sep 2026

Diagnostic Performance of a Locally Deployed Vision Language Model for Bone Tumor Diagnosis Using Smartphone-Captured Images: Exploratory Retrospective Study

Adding the evaluated RAG configuration did not improve diagnostic accuracy and was associated with text-related diagnostic errors under smartphone-captured degraded imaging conditions, suggesting that persona design may influence the robustness of VLM responses to retrieved information, but this observation requires va...

Yin Shi, Zhi-Chao Tong · 0 citations

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