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Papers Benchmarks Datasets Tasks

MHI dataset and benchmarks · SOTA2 Research

Research Datasets

MHI

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

LVEF Prediction

MHI (test)

7.3MAE (EF)

2

LVEF Classification (<50%)

MHI (test)

0.815AUROC

2

LVEF Classification (<40%)

MHI (test)

0.861AUROC

2

Calcification Detection

MHI (RCA)

90.7AUROC

1

Calcification Detection

MHI (LCA)

90AUROC

1

Calcification Detection

MHI Global (All)

90.3AUROC

1

Stenosis Detection (>=70%)

MHI (RCA)

90.5AUROC

1

Stenosis Detection (>=70%)

MHI (LCA)

88AUROC

1

Stenosis Detection (>=70%)

MHI Global (All)

0.888AUROC

1

Stenosis (Regression)

MHI (RCA)

9.899MAE

1

Stenosis (Regression)

MHI (LCA)

8.988MAE

1

Stenosis (Regression)

MHI Global (All)

9.241MAE

1

Popular tasks

Stenosis (Regression)Stenosis Detection (>=70%)Calcification Detection LVEF Prediction LVEF Classification (<40%)

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