Sep 1, 2023

Heart Disease Predictor

python ml neural-network gui desktop-app

A Heart Disease predictor GUI made in Python using Neural Network ML model to predict the probability of Heart Disease.

Working

It takes 8 parameters and do prediction based on them

  • Age
  • Sex (M / F)
  • Chest Pain (4 types)
  • Chest Pain during exercise (yes / no)
  • trestbps - Resting blood pressure
  • Maximum Heart Rate
  • Blood sugar above 120mg/dl (yes / no)
  • Cholesterol

The Aritifical Neural Network consists 3 hidden layers.

8

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