Year: 2025
Type: article
Abstract: This project aims to develop a machine-learning-powered healthcare chat application that predicts potential diseases and offers personalized health recommendations. It features three main portals: heart diseases, infectious diseases, and chronic diseases. Users provide basic information and complete a symptom questionnaire, after which the system uses Decision Tree and Random Forest algorithms to predict likely diseases with an accuracy score. The app also suggests natural remedies, dietary advice, and links to healthcare professionals, making healthcare more accessible and proactive.
Authors: Manjula B -, Manasa G -, Nithya Nandhini V -, Monika I -, Goma E -
Language: English
Subfield: Health Information Management
Field: Health Professions
Domain: Health Sciences
Open Access status: hybrid
OpenAlex ID: W4409212800