Intubation Prediction on Prospective ICU dataset Intubation within 24h (test)
96.1SpecificityPhysician
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| PhysicianType=Human2026.05 | 96.1 | — | 18.2 | 26.7 | |
| Gated Multimodal (MedInsight)Data modality=Multimodal (EHR + CXR), Foundation representation=MedInsight2026.05 | 91 | 0.858 | 30.4 | 31.8 | |
| Gated Multimodal (REMEDIS)Data modality=Multimodal (EHR + CXR), Foundation representation=REMEDIS2026.05 | 83.1 | 0.86 | 39.1 | 24.3 | |
| Vent.ioData modality=EHR only2026.05 | 36.8 | 0.752 | 73.9 | 13.9 |