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Papers Benchmarks Datasets Tasks

Breast cancer risk prediction research benchmarks · SOTA2 Research

Breast cancer risk prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MRI screening cohort (test)

77.1AUC (1Y)

20

Apr 14, 2026

0.924ROCAUC (1-year)

15

Mar 18, 2026

0.78AUROC

12

Feb 26, 2026

Breast Cancer Surveillance Consortium (BCSC) Risk Estimation Dataset

Logistic Regression (w/ dens.)

0.606AUC

4

Mar 11, 2026

Popular datasets

CSAW-CC BCS-DBT Breast Cancer Surveillance Consortium (BCSC)MRI screening cohort

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