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PAM50 Subtype Classification on TCGA-BRCA

86.95Accuracy

NSGA-II-based patch selection + a custom CNN classifier

Updated 3mo ago

Evaluation Results

Method	Links
NSGA-II-based patch selection + a custom CNN classifier 2026.04		86.95	88	-	0.0098	89.95	77	-
Transfer Learning (CTL)+ ResNet50 2026.04		81.8	-	72	-	-	-	-
InceptionV3 2026.04		79	-	-	-	-	-	-
a multi-instance learning based framework (DPMIL) 2026.04		74.85	69	-	-	-	-	-
CNNs+ SVM 2026.04		65.92	-	-	-	-	-	-
Multimodal deep learning with feature extraction 2026.04		-	-	-	0.8807	-	-	-
ResNet-18 + XGBoost 2026.04		-	72.7	-	-	74.1	72.6	93