Disease Trajectory Forecasting On Uk Cf Trust

AUC (ABPA)

AUC (Aspergillus)

AUC (Diabetes)

AUC (E. Coli)

AUC (I. Obstruction)

AUC (K. Pneumonia)

I. Obstruction

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	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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