DepViT-CAD, built around the MAViT transformer, classifies 10 cancer types plus non-tumor tissue from whole-slide images with 94.11% sensitivity on TCGA and 92% on a 50-case clinical cohort.
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DepViT-CAD: Deployable Vision Transformer-Based Cancer Diagnosis in Histopathology
DepViT-CAD, built around the MAViT transformer, classifies 10 cancer types plus non-tumor tissue from whole-slide images with 94.11% sensitivity on TCGA and 92% on a 50-case clinical cohort.