Genetic Mutation Prediction on TCGA Colon (folds 1-4 test)
66APC AUCProposed end-to-end model
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Proposed end-to-end modelBackbone=EfficientNet-B0, Prediction aggregation=averaging confidences, Evaluation protocol=5-fold patient-level cross-validation2022.06 | 66 | 74 | 63 | 54 | 68 | 74 | 75 | 63 | |
| Kather et al.2022.06 | 65 | 68 | — | — | 65 | 73 | 67 | 65 |