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PI-CAI dataset and benchmarks · SOTA2 Research

Research Datasets

PI-CAI

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Prostate Cancer classification

PI-CAI Challenge 2022 (five-fold cross-validation)

94.32Accuracy

13

Prostate Lesion Segmentation

PI-CAI (patient-level partition)

73.26Dice

11

Patient-level csPCa Detection

PI-CAI

51.15F1 Score

11

Prostate Cancer Grading

PI-CAI

88.99QWK

10

Medical Image Lesion Detection and Diagnosis

PI-CAI ideal scenario (fold-0 val)

86.57AUROC

6

Tumor Segmentation

PI-CAI 2022 (test)

0.499DSC

5

Prostate Cancer Detection

PI-CAI Challenge leaderboard 2022 (test)

98.38AUC

4

Diagnostic Classification

PI-CAI study cohort

0.89AUC

1

Popular tasks

Tumor Segmentation Diagnostic Classification Prostate cancer grading Prostate Cancer classification Prostate Cancer Detection

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