rajputnavya / DiagnoStat

Web Application that aims to provide users with accurate and personalized predictions about their health conditions by implementing Machine Learning algorithms, deployed using Streamlit cloud. This web app predicts whether a person has Heart, Diabetes or Parkinsons disease using data entered by user.

DiagnoStat : Multiple Disease Prediction Web App

• Developed a web application that aims to provide users with accurate and personalized predictions about their health conditions by implementing Machine Learning algorithms, deployed using Streamlit cloud. This web app predicts whether a person has Heart, Diabetes or Parkinsons disease using data entered by user.
• Accomplished an average accuracy of 93.83%.

Link of Website Application : https://diagnostat.streamlit.app/

Dataset :

• Heart : https://www.kaggle.com/datasets/johnsmith88/heart-disease-dataset
• Diabetes : https://www.kaggle.com/datasets/mathchi/diabetes-data-set
• Parkinsons : https://www.kaggle.com/datasets/thecansin/parkinsons-data-set

Best Accuracy Scores :

• Heart : 0.9853
• Diabetes : 0.9427
• Parkinsons : 0.9017