30-day hospital readmission prediction on MIMIC-IV (test)
65AccuracyText-Only
Evaluation results
| Method | Links | |
|---|---|---|
| Text-OnlyMixed Input=false, CXR/ECG Interpreter=Clinical Expert, LLM Inputs=TXT_MD*,C,E2024.03 | 65 | |
| MEDBind_BDMixed Input=true, CXR/ECG Interpreter=MEDBind_BD, LLM Inputs=TXT_MD* + EMB_C,E2024.03 | 64.3 | |
| MedCLIP/ECG-CLIPMixed Input=true, CXR/ECG Interpreter=MedCLIP/ECG-CLIP, LLM Inputs=TXT_MD* + EMB_C,E2024.03 | 60.5 | |
| MEDBind_NMMixed Input=true, CXR/ECG Interpreter=MEDBind_NM, LLM Inputs=TXT_MD* + EMB_C,E2024.03 | 60.5 | |
| CXR-CLIP/ECG-CLIPMixed Input=true, CXR/ECG Interpreter=CXR-CLIP/ECG-CLIP, LLM Inputs=TXT_MD* + EMB_C,E2024.03 | 59.9 |