Patient Risk Prediction

Patient Scoring Systems How do we score the status of a patient? Well, we can begin by having a chart—SpO2, can breath, etc. etc. Drawbacks: these systems are quite generic not very representative of some information Method MIMIC-IV 6000 ICU patient stays, 48994 vital signs—measuring across patient stays dynamic time warping to create a similar matrix clustering post-hoc to correlate patients together