Publication
Domain-generalizable oral cancer classification: bridging multi-center histopathological datasets.
Ziying Hua, Yushi Zhou
Frontiers in medicineJan 1, 2026PMID 42780371doi:10.3389/fmed.2026.1951350 PMC13597261Journal ArticlepubmedProvenance
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- Sep 30, 2026
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- ING-PUBMED-20260930-000001
Abstract
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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…
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- cancerMalignant Lip and Oral Cavity Neoplasmdictionary0.60
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