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Papers Benchmarks Datasets Tasks

Mayo Clinic dataset and benchmarks · SOTA2 Research

Research Datasets

Mayo Clinic

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

HbA1c Imputation

Mayo Clinic 2022-2023 (test)

0.246MAE

14

Sparse-view CT image reconstruction

Mayo Clinic Sample C081-79

37.38PSNR

12

Sparse-view CT image reconstruction

Mayo Clinic Sample C081-45

37.37PSNR

12

Sparse-view CT image reconstruction

Mayo Clinic Sample C081-35

37.27PSNR

12

CT Image Reconstruction

Mayo Clinic dataset

35.69PSNR (dB)

11

Clinical risk prediction (1-year lead time)

Mayo Clinic Arizona

0.837AUROC

2

Clinical risk prediction (3-year lead time)

Mayo Clinic Overall

76AUROC

1

Clinical risk prediction (3-year lead time)

Mayo Clinic Florida

0.709AUROC

1

Clinical risk prediction (3-year lead time)

Mayo Clinic Arizona

76.8AUROC

1

Clinical risk prediction (3-year lead time)

Mayo Clinic MCHS

80.4AUROC

1

Clinical risk prediction (2-year lead time)

Mayo Clinic Overall

79.7AUROC

1

Clinical risk prediction (2-year lead time)

Mayo Clinic Florida

75.4AUROC

1

Clinical risk prediction (2-year lead time)

Mayo Clinic Arizona

79.2AUROC

1

Clinical risk prediction (2-year lead time)

Mayo Clinic (MCHS)

84.6AUROC

1

Clinical risk prediction (1-year lead time)

Mayo Clinic Florida

81AUROC

1

Clinical risk prediction (1-year lead time)

Mayo Clinic MCHS

0.872AUROC

1

Popular tasks

Clinical risk prediction (2-year lead time)Clinical risk prediction (3-year lead time)Sparse-view CT image reconstruction Clinical risk prediction (1-year lead time)CT Image Reconstruction

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