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Table 4 Top 10 patterns with the highest average contribution rates (AVG-CR) to mortality

From: An interpretable risk prediction model for healthcare with pattern attention

EVENT 1

EVENT 2

AVG-CR (%)

Very low respiratory rate

Very high temperature

10.1

Very low respiratory rate

High SysBP

9.5

High temperature

High SysBP

8.7

Very low temperature

Very low MeanBP

8.3

Low temperature

High MeanBP

6.8

Very high SysBP

Low SPO2

6.5

Very high SysBP

Very low DiasBP

5.9

Very high respiratory rate

Very high heart rate

5.3

High DiasBP

Very high MeanBP

5.2

Very high SysBP

High heart rate

5.0

  1. Note SysBP, DiasBP and MeanBP denote systolic blood pressure, diastolic blood pressure and mean blood pressure respectively
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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