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Phenotype Prediction on MIMIC-IV
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78.5
AUROC
PULSE-ICU
49.38
56.94
64.5
72.06
Nov 27, 2025
AUROC
AUPRC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
PULSE-ICU
2025.11
78.5
50.9
MedFuse
Input modality=EHR+CXR
2025.11
77
48.1
MedFuse
Input modality=EHR
2025.11
74.6
45.3
CTPD
2025.11
71.9
42.4
IP-Net
2025.11
68.2
38.4
LSTM
2025.11
67.6
37.2
UTDE
2025.11
67.6
37.6
CNN
2025.11
67.5
37
Transformer
2025.11
67.4
37.3
RNN
2025.11
66.9
36.3
mTAND
2025.11
66.9
36.4
DGM-O
2025.11
59.7
29.9
SeFT
2025.11
57.1
26.9
GRU-D
2025.11
50.5
23.1
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