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. 2023 Feb 6;5:1055294. doi: 10.3389/frai.2022.1055294

Table 2.

Description of quantitative feature engineering.

Name Description Modalities Accepted value range
Age Age age ≤ 55; age > 55 [18, 120]
BMI BMI Underweight: <18.5 kg/m2;
Normal: between 18.5 and 24.9 kg/m2;
Overweight: between 25.0 and 29.9 kg/m2;
Obese: ≥ 30.0 kg/m2
[10, 100]
high_sbp High systolic blood pressure 1: SBP > 130 mmHg;
0: SBP ≤ 130 mmHg
≤ 400
high_dbp High diastolic blood pressure 1: DBP > 80 mmHg;
0: DBP ≤ 80 mmHg
≤ 200