Disease Prediction and Drug Recommendation Prototype Using Machine Learning

ILAPAVULOORI RAGHUTEJA

Disease Prediction and Drug Recommendation Prototype Using Machine Learning

Authors: ILAPAVULOORI RAGHUTEJA

Unique Paper ID: 168749
Volume: 11
Issue: 5
PageNo: 2078-2082

Keywords: Online Recommender Systems Healthcare Recommendation Systems Medical Recommendation Systems Drug Recommendation Systems Machine Learning in Healthcare

Abstract:
Online recommender systems are being used increasingly often for hospitals, medical professionals, and drugs. Today, the great majority of consumers look online before asking their doctors for prescription suggestions for a range of health conditions. The medicine recommendation system gives the patient reliable information about the medication, the dosage, and any possible adverse effects. In this project, the power of machine learning techniques were used to recommend the drug based on symptoms. We have used Random Forest Classifier and Support Vector Machine (SVC) algorithm for disease prediction and drug recommendation prototype among those we got best precision score of 94% with Support Vector Classifier.

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Cite This Article

ISSN: 2349-6002
Volume: 11
Issue: 5
PageNo: 2078-2082

Disease Prediction and Drug Recommendation Prototype Using Machine Learning

Available:https://ijirt.org/Article?manuscript=168749

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Impact Factor
8.01 (Year 2024)

UGC Approved
Journal no 47859

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