Disease Prediction and Drug Recommendation System Using Machine Learning

  • Unique Paper ID: 175167
  • PageNo: 2269-2271
  • Abstract:
  • In this project the disease is accurately predicted by looking at the symptoms of the patient where the patient can input his/her symptom and the system will predict the disease patient is suffering from. Classification Algorithms like the Naïve Bayes (NB), Random Forest, Logistic Regression and KNN have been broadly utilized to anticipate the Disease, where different accuracies were obtained. It enable patient care, reduce treatment costs and improve clinical outcomes through timely and accurate medical intervention

Copyright & License

Copyright © 2026 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{175167,
        author = {Aishwarya S and Dr.Balamurugan M},
        title = {Disease Prediction and Drug Recommendation System Using Machine Learning},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {11},
        number = {11},
        pages = {2269-2271},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=175167},
        abstract = {In this project the disease is accurately predicted by looking at the symptoms of the patient where the patient can input his/her symptom and the system will predict the disease patient is suffering from. Classification Algorithms like the Naïve Bayes (NB), Random Forest, Logistic Regression and KNN have been broadly utilized to anticipate the Disease, where different accuracies were obtained.
It enable patient care, reduce treatment costs and improve clinical outcomes through timely and accurate medical intervention},
        keywords = {},
        month = {April},
        }

Cite This Article

S, A., & M, D. (2025). Disease Prediction and Drug Recommendation System Using Machine Learning. International Journal of Innovative Research in Technology (IJIRT), 11(11), 2269–2271.

Related Articles