Disease Trajectory Forecasting On Uk Cf Trust

AUC (ABPA)

AUC (Aspergillus)

AUC (Diabetes)

AUC (E. Coli)

AUC (I. Obstruction)

AUC (K. Pneumonia)

I. Obstruction

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	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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