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.

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