Disease Trajectory Forecasting On Uk Cf Trust

AUC (ABPA)

AUC (Aspergillus)

AUC (Diabetes)

AUC (E. Coli)

AUC (I. Obstruction)

AUC (K. Pneumonia)

I. Obstruction

Results

Performance results of various models on this benchmark

								Paper Title	Repository
PASS	0.687	0.640	0.771	0.701	0.577	0.718	0.577	Forecasting Individualized Disease Trajectories using Interpretable Deep Learning	-
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
MLP	0.657	0.601	0.751	0.656	0.553	0.685	-	-	-

0 of 3 row(s) selected.