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Zi-Ying Hua

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Open access Sep 2026

Domain-generalizable oral cancer classification: bridging multi-center histopathological datasets

Deep models for oral squamous cell carcinoma (OSCC) detection from haematoxylin-eosin histopathology degrade sharply across laboratories, scanners and magnifications, yet the target centre is usually unavailable during training, making generalization to unseen domains the decisive requirement for reliable screening. We...

Zi-Ying Hua, Yu-Shi Zhou · 0 citations

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