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ResearchFormerly WizWand

Decompensation Prediction on MIMIC-III (test)

35.5AUPRCTemporal label smoothing
28.32430.18732.0533.913Aug 29, 2022
Updated 8mo ago

Evaluation results

MethodLinks
Temporal label smoothingTraining objective=Temporal label smoothing2022.0835.529.371.8
Multi-horizonTraining objective=Multi-horizon2022.0834.928.670.3
Cross-entropyTraining objective=Cross-entropy2022.0834.528.269.7
Weighted CETraining objective=Weighted CE2022.0834.528.269.7
Focal lossTraining objective=Focal loss2022.0834.528.269.7
LandmarkingTraining objective=Landmarking2022.083427.268.8
Label smoothingTraining objective=Label smoothing2022.0833.927.768.8
TCSRTraining objective=TCSR2022.0828.619.968.4