Year: 2025
Type: article
Abstract: Effective healthcare depends on accurate medical diagnoses because doctors need to identify diseases before they can suggest suitable treatments. This research paper explains a machine learning-based system which allows patients to submit their medical reports and get automated predictions about their medical conditions. Through machine learning algorithms this system examines patient data to suggest a suitable medical specialist according to the diagnosis. Streamlit enables the development of interfaces that provide users with an exceptional user-friendly experience. Researchers assessed various machine learning models to understand their performance metrics and accuracy levels while suggesting possible enhancements for future system development.
DOI: 10.55041/ijsrem45663
Author: Saikat Parua
Language: English
Subfield: Health Information Management
Field: Health Professions
Domain: Health Sciences
Open Access status: bronze
OpenAlex ID: W4409772819