Laboratory Abnormality Prediction on MIMIC-IV-ECG Emergency Department
0.762macro AUROCMultimodal Lab Prediction
Evaluation results
| Method | Links | |
|---|---|---|
| Multimodal Lab PredictionInference Requirement Routine=true, Inference Requirement Lab=false, Inference Requirement Diagnoses=false, Training Requirement Routine=true, Training Requirement Lab=true, Training Requirement Diagnoses=false2025.12 | 0.762 | |
| Ours (JE and reconstruction approach)Inference Requirement Routine=false, Inference Requirement Lab=false, Inference Requirement Diagnoses=false, Training Requirement Routine=true, Training Requirement Lab=true, Training Requirement Diagnoses=true2025.12 | 0.701 |