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Benchmarks
Genetic Mutation Prediction on TCGA Colon
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78
AUC
Kather et al.
53.04
59.52
66
72.48
Jun 30, 2022
AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
Kather et al.
Gene=KMT2D, Prevalence...
2022.06
78
k-Siamese networks
Gene=BRAF, Prevalence=17%
2022.06
75
k-Siamese networks
Gene=TP53, Prevalence=60%
2022.06
74
k-Siamese networks
Gene=KMT2D, Prevalence...
2022.06
74
Kather et al.
Gene=TP53, Prevalence=60%
2022.06
68
k-Siamese networks
Gene=FAT4, Prevalence=27%
2022.06
68
Kather et al.
Gene=BRAF, Prevalence=17%
2022.06
67
k-Siamese networks
Gene=APC, Prevalence=74%
2022.06
66
Kather et al.
Gene=APC, Prevalence=74%
2022.06
65
Kather et al.
Gene=PIK3CA, Prevalenc...
2022.06
65
Kather et al.
Gene=FBXW7, Prevalence...
2022.06
65
k-Siamese networks
Gene=KRAS, Prevalence=42%
2022.06
63
k-Siamese networks
Gene=FBXW7, Prevalence...
2022.06
63
k-Siamese networks
Gene=PIK3CA, Prevalenc...
2022.06
54
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