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INSPIRE

Benchmarks

Task NameDataset NameSOTA ResultTrend
Perioperative infection predictionINSPIRE cohort (test)
Hazard Ratio (HR)0.82
57
Prolonged hospital stay predictionINSPIRE cohort (test)
Hazard Ratio1.22
57
Postoperative mortality predictionINSPIRE External Validation (test)
Accuracy89.89
5
Postoperative mortality predictionINSPIRE external val (test)
DP Diff (Gender)0.0062
5
Dexterous GraspingInspire Real-world (unseen objects)
Success Rate90
3
Preoperative AKI predictionINSPIRE
AUROC85.77
2
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