Medical Diagnosis Assistance
Medical diagnosis assistance is a field that uses technology, such as artificial intelligence and machine learning, to help healthcare professionals diagnose diseases and conditions.It involves analyzing patient data, including symptoms, medical history, and test results, to provide potential diagnoses or recommendations.This project aims to revolutionize healthcare by leveraging patient symptoms to detect infections or diseases accurately and swiftly.By utilizing advanced technology and machine learning algorithms, this approach enhances early diagnosis, leading to timely medical intervention and improved patient outcomes.Specifically, it involves leveraging a Random Forest Classifier, a powerful machine learning algorithm, to predict diseases based on symptomatic data.The goal is to expedite and enhance the diagnostic process, providing a valuable tool for healthcare professionals.
Authors
- Puli Chandra Obul Reddy (ORCID: https://orcid.org/0000-0002-0660-3852)
- Premkumar Chithaluru (ORCID: https://orcid.org/0000-0002-1174-1731)
- R. B. REDDY
- Bharath Manchana
Publication Details
- Journal
- International Journal of Research Publication and Reviews
- Published
- 2025-05-01
- DOI
- https://doi.org/10.55248/gengpi.6.0525.1935
- Primary Topic
- Clinical Reasoning and Diagnostic Skills
- Type
- article
- Field-Weighted Citation Impact
- 0.00