A hybrid CNN plus deep classifier reports 100% accuracy on TCGA-LIHC liver cancer grading and 96.71% on a hospital dataset, but the evaluation likely suffers from patch-level data leakage.
The cancer genome atlas liver hepatocellular carcinoma collection (TCGA-LIHC),
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Hybrid deep learning-based strategy for the hepatocellular carcinoma cancer grade classification of H&E stained liver histopathology images
A hybrid CNN plus deep classifier reports 100% accuracy on TCGA-LIHC liver cancer grading and 96.71% on a hospital dataset, but the evaluation likely suffers from patch-level data leakage.