Disease and Adverse Drug Reaction Prediction using Machine Learning
2021 ◽
Vol 69
(1)
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Keyword(s):
Web App
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The aim of the project is to use machine learning techniques for disease prediction, risk prediction and prediction of adverse drug reactions. The project is divided into two modules, an android app and a web app. The android app is to predict possible diseases based on the symptoms the person is showing. Along with that the reviews of common drugs from online healthcare forums such as medications.com are extracted and tf-idf is used to find out the possible adverse drug reactions the drugs may have. The web app does disease risk prediction based on phenotypic details and lab reports. As an addition to the project, location based medical help and health tips are also implemented.
2016 ◽
Vol 9
(31)
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Keyword(s):
2021 ◽
Vol 149
◽
pp. 104429