Year: 2025
Type: article
Abstract: In this research paper, a prediction system is designed based on machine learning for multiple diseases. The full system uses pre-trained machine learning models to assess the chances of diabetes, heart disease, Parkinson's disease and breast cancer based on the medical input data given by the user. This paper explores how these model(s) can be transformed into a common interface using user friendly software for real-time disease detection for enhanced early diagnosis & medical decision making. Key Words: Machine Learning, Disease Prediction, Streamlit, Healthcare AI, Chronic Diseases
Authors: Prof.Vidya Shankar, Ripunjay Raj
Language: English
Subfield: Health Information Management
Field: Health Professions
Domain: Health Sciences
Open Access status: bronze
OpenAlex ID: W4410380463