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@jemoka / Jemoka Knowledge Base / wiki/concepts/patient_risk_prediction.md
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--- title: "Patient Risk Prediction" type: concept source: https://www.jemoka.com/posts/kbhpatient_risk_prediction/ confidence: high status: active --- 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