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Genetic Mutation Prediction on TCGA Breast n = 761 (folds 1-4 test)
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0.64
PIK3CA AUC
Proposed end-to-end model
0.6296
0.6323
0.635
0.6377
Jun 30, 2022
PIK3CA AUC
TP53 AUC
CDH1 AUC
GATA3 AUC
KMT2C AUC
MAP3K1 AUC
PTEN AUC
NCOR1 AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
PIK3CA AUC
TP53 AUC
CDH1 AUC
GATA3 AUC
KMT2C AUC
MAP3K1 AUC
PTEN AUC
NCOR1 AUC
Proposed end-to-end model
Backbone=EfficientNet-...
2022.06
0.64
0.8
0.82
0.64
0.53
0.47
0.75
0.51
Kather et al.
2022.06
0.63
0.78
0.62
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-
0.62
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-
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