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ResearchFormerly WizWand

In-hospital mortality prediction on MIMIC-III (Whole)

48.74AUPRCTM-HGNN
12.0821.597531.11540.6325May 16, 2023
Updated 8mo ago

Evaluation results

MethodLinks
TM-HGNNCategory=HyperGraph-based2023.0548.7484.89
T-HGNNCategory=HyperGraph-based2023.0545.8584.29
HyperGATCategory=HyperGraph-based2023.0544.4284
InducT-GCNCategory=Graph-based2023.0543.0382.23
TextINGCategory=Graph-based2023.0534.578.2
TextCNNCategory=Sequence-based2023.0520.3468.25
Bi-LSTM w/ Att.Category=Sequence-based2023.0517.9662.63
Bi-LSTMCategory=Sequence-based2023.0517.6758.75
FastTextCategory=Word-based2023.0517.0662.37
Word2vec + MLPCategory=Word-based2023.0513.4956.65