Figure 3 | Scientific Reports

Figure 3

From: Prediction of postoperative cardiac events in multiple surgical cohorts using a multimodal and integrative decision support system

Figure 3

Features with the most positive and most negative Shapley values, 10 each. Features whose names start with “ReducedTensor” are reduced tensor signal features. “Retro” denotes retrospective features (Supplementary Tables 1–4). “SubWin” followed by a number indicates the nth tumbling or retrospective window. The information on what each component means for each feature is available in Supplementary Tables 1–4. PLT: Platelet counts. DailyIntubation: Whether or not the patient has been re-intubated. Intubated: the patient’s intubation status. HR: Heart Rate. Milrinone: Milrinone infusion. Hgb: Hemoglobin. SpO2: Oxygen saturation. PH, MS, GA, HS and RS are the number of medications in the given category administered during the patient’s hospital stay. PH: Pharmaceutical aids/reagents. MS: Musculoskeletal medications. GA: Gastrointestinal medications. HS: Hormones/synthetics/modifiers. RS: Rectal (local) medications.

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