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Benchmarks
In-hospital mortality prediction on MIMIC (test)
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0.523
AUPRC
DDL-CXR
0.41796
0.44523
0.4725
0.49977
Oct 23, 2024
AUPRC
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUPRC
AUROC
DDL-CXR
CXR usage=Generated up...
2024.10
0.523
0.822
GAN-based
Model type=Conditional...
2024.10
0.505
0.816
Uni-EHR
Modality=Single-modal...
2024.10
0.498
0.815
DrFuse
Modality=Multi-modal f...
2024.10
0.46
0.773
DAFT
Modality=Multi-modal f...
2024.10
0.448
0.8
MedFuse
Modality=Multi-modal f...
2024.10
0.443
0.793
MMTM
Modality=Multi-modal f...
2024.10
0.422
0.785
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