Medicine Recommendation System - A Smart Approach to Predictive Healthcare Solutions
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064


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Student Project | Computer Technology | India | Volume 14 Issue 4, April 2025 | Popularity: 5.1 / 10


     

Medicine Recommendation System - A Smart Approach to Predictive Healthcare Solutions

Ajmal T, Preethi Thomas


Abstract: This study presents an intelligent, machine learning-based Medicine Recommendation System that enables real-time disease prediction and treatment guidance based on user-reported symptoms. Designed as a web-based application, the system utilizes a Support Vector Classifier (SVC) model trained on structured medical datasets to identify probable diseases and suggest relevant medications, dietary plans, and precautionary measures. The platform facilitates early diagnosis, enhances user awareness, and supports preventive healthcare, particularly in areas with limited medical resources.


Keywords: disease prediction, medicine recommendation, machine learning, SVC, healthcare system


Edition: Volume 14 Issue 4, April 2025


Pages: 1436 - 1441


DOI: https://www.doi.org/10.21275/SR25418004822


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Ajmal T, Preethi Thomas, "Medicine Recommendation System - A Smart Approach to Predictive Healthcare Solutions", International Journal of Science and Research (IJSR), Volume 14 Issue 4, April 2025, pp. 1436-1441, https://www.ijsr.net/getabstract.php?paperid=SR25418004822, DOI: https://www.doi.org/10.21275/SR25418004822

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