Disease Trajectory Forecasting On Uk Cf Trust

AUC (ABPA)

AUC (Aspergillus)

AUC (Diabetes)

AUC (E. Coli)

AUC (I. Obstruction)

AUC (K. Pneumonia)

I. Obstruction

评测结果

各个模型在此基准测试上的表现结果

模型名称	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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