HyperAI超神経

Disease Trajectory Forecasting On Uk Cf Trust

評価指標

AUC (ABPA)
AUC (Aspergillus)
AUC (Diabetes)
AUC (E. Coli)
AUC (I. Obstruction)
AUC (K. Pneumonia)
I. Obstruction

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
AUC (ABPA)
AUC (Aspergillus)
AUC (Diabetes)
AUC (E. Coli)
AUC (I. Obstruction)
AUC (K. Pneumonia)
I. Obstruction
Paper TitleRepository
RETAIN0.6850.6410.7640.6970.5780.7150.578RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism
PASS0.6870.6400.7710.7010.5770.7180.577Forecasting Individualized Disease Trajectories using Interpretable Deep Learning-
MLP0.6570.6010.7510.6560.5530.685---
0 of 3 row(s) selected.