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Denish Sharma's Projects

heart-disease-prediction-system icon heart-disease-prediction-system

The diagnosis of heart disease in most cases depends on a complex combination of clinical and pathological data. Because of this complexity, there exists a significant amount of interest among clinical professionals and researchers regarding the efficient and accurate prediction of heart disease. In this paper, we develop a heart disease prediction system that can assist medical professionals in predicting heart disease status based on clinical data of patients. Our approaches include three steps. Firstly, we select important features based on feature selection technique and according to clinical studies. Secondly, we develop artificial neural network algorithms for classifying heart disease based on these extracted clinical features. The accuracy of prediction is near 87%. Finally, we develop a user-friendly heart disease prediction system (HDPS). The HDPS system will consist of multiple features, including input clinical data section and prediction performance display section with execution time, accuracy and predicted result. Our approaches are effective in predicting the heart disease of patients. The HDPS system developed in this study is a novel approach that can be used in the classification of heart disease.

jansevak-backend icon jansevak-backend

It is a one-stop platform for community service. It is a non-profit community service dedicated to empowering individuals and communities to make a positive impact. JanSevak is a platform for citizens to voice their complaints and grievances.

petran-design-doc icon petran-design-doc

Documentation of Petran Design System. This repo will be updated as the design system progresses.

petran-design-html icon petran-design-html

Components designed using HTML and CSS to embed into design doc for Petran Design

sih-express-server icon sih-express-server

SIH Node Express Server with Sequelize ORM support and Truffle for Smart Contract development.

xone-labs-coptiv icon xone-labs-coptiv

A supercharged clipboard tool for sharing code snippets, text, and many more with ease.

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