Disease Trajectory Forecasting On Uk Cf Trust

AUC (ABPA)

AUC (Aspergillus)

AUC (Diabetes)

AUC (E. Coli)

AUC (I. Obstruction)

AUC (K. Pneumonia)

I. Obstruction

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	AUC (ABPA)	AUC (Aspergillus)	AUC (Diabetes)	AUC (E. Coli)	AUC (I. Obstruction)	AUC (K. Pneumonia)	I. Obstruction	Paper Title	Repository
RETAIN	0.685	0.641	0.764	0.697	0.578	0.715	0.578	RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism
PASS	0.687	0.640	0.771	0.701	0.577	0.718	0.577	Forecasting Individualized Disease Trajectories using Interpretable Deep Learning	-
MLP	0.657	0.601	0.751	0.656	0.553	0.685	-	-	-

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