PAM50 Subtype Classification on CPTAC-BRCA
80.2AccuracyTransfer Learning (CTL)+ ResNet50
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Transfer Learning (CTL)+ ResNet50Internal dataset for training=TCGA-BRCA (split into TCGA-A2, TCGA-BH, TCGA-E2, and held-out TCGA-EW), Dataset modality=WSIs2026.04 | 80.2 | 69 | — | — | — | — | |
| NSGA-II-based patch selection + a custom CNN classifierInternal dataset for training=TCGA-BRCA, Dataset modality=Histopathology (WSIs)2026.04 | 77.92 | — | 75.17 | 77.92 | 74 | 88.23 |