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Benchmarks
Laboratory Abnormality Prediction on MIMIC-IV-ECG Emergency Department
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0.762
macro AUROC
Multimodal Lab Prediction
0.69856
0.71503
0.7315
0.74797
Dec 7, 2025
macro AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
macro AUROC
Multimodal Lab Prediction
Inference Requirement...
2025.12
0.762
Ours (JE and reconstruction approach)
Inference Requirement...
2025.12
0.701
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