Machine Learning based Health Fitness Management
System
Journal:
GRENZE International Journal of Engineering and Technology
Authors:
Shivappa M Metagar, Farooque R Sayyed
Volume:
10
Issue:
2
Grenze ID:
01.GIJET.10.2.334_1
Pages:
4869-4875
Abstract
The health management system that aims to empower users to improve their overall
well-being through effective diet management, exercise tracking, and disease prediction. This
work consists of four main sections that are Diet Library, Food Library, Exercise, and Disease
Prediction. The Diet Library provides users with information on various diet types and calorie
consumption. The Food Library offers food recipes and personalized diet plans based on users'
calorie needs. The Exercise section suggests appropriate exercises to burn the required amount
of calories. Lastly, the Disease Prediction section assists users in identifying potential health issues
based on selected symptoms and provides relevant treatment recommendations. With a userfriendly
interface and integration of various technologies such as React, Redux Toolkit, and this
paper aims to promote healthy lifestyle choices and proactive healthcare management.