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ResearchFormerly WizWand

Time Series Filtering on MIMIC-IV

0.335MSEGNeuralFlow
0.333240.345120.3570.36888Oct 17, 2024
Updated 8mo ago

Evaluation results

MethodLinks
GNeuralFlowGraph Type=Proposed Method, Architecture=GRU2024.100.3350.606
GDEGraph Type=Graph ODE2024.100.3420.657
LG-ODEGraph Type=Graph ODE2024.100.3490.649
GNeuralFlowGraph Type=Proposed Method, Architecture=Coupling2024.100.350.662
GNeuralFlowGraph Type=Proposed Method, Architecture=ResNet2024.100.3560.663
Neural flowGraph Type=No Graph, Architecture=GRU2024.100.3640.734
Neural flowGraph Type=No Graph, Architecture=Coupling2024.100.3660.675
CG-ODEGraph Type=Graph ODE2024.100.3720.825
GRU-ODE-BayesGraph Type=No Graph2024.100.3790.748
Neural flowGraph Type=No Graph, Architecture=ResNet2024.100.3790.774