Effective Pharmacovigilance With Machine Learning Algorithms Using Openvigil 2

Abstract

Machine learning algorithms are effectively used in pharmacovigilance to find the Adverse Drug Reaction (ADR). In health care sector, it causes serious damage to the patient's health condition and leads to serious illness/death. In this paper,  a study on how machine learning algorithms are used in Pharmacovigilance is carried out. Using FAERS dataset with OPENVIGIL,  an analysis using machine learning algorithm was done for comparative ADR of two drugs and the experimental results are tabulated.