Disease Trajectory Forecasting On Uk Cf Trust

AUC (ABPA)

AUC (Aspergillus)

AUC (Diabetes)

AUC (E. Coli)

AUC (I. Obstruction)

AUC (K. Pneumonia)

I. Obstruction

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	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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