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Table 1 Principal input and output parameters extracted from the HER of diabetic patients with heart insufficiency, according to the parameters contained in the original database

From: Medical recommender systems based on continuous-valued logic and multi-criteria decision operators, using interpretable neural networks

Input/output

Variable

Kind of parameter

–

ID

Character

V1

Sex

Binary

V2

Age

Real value

V3

Creatinine_phosphokinase

Real value

V4

Ejection_fraction

Real value

V5

High blood pressure

Binary

V6

Platelets

Real value

V7

Serum_creatinine

Real value

V8

Serum_sodium

Real value

V9

Smoking

Binary

V10

Anemia

Binary

O1

Time (feedback period)

Real value

O2

Treatment key TK (AEC, Aspirin or Beta Blocker – depending on heart failure group)

Binary