Supervised Machine Learning-Based Decision Support for Signal Validation Classification.
Journal:
Drug safety
Published Date:
May 17, 2022
Abstract
INTRODUCTION: Signal validation in pharmacovigilance is the process of evaluating data to decide whether evidence is sufficient to justify further assessment of a detected signal. During the signal validation process, safety experts in our organization are required to review signals of disproportionate reporting (SDRs) and classify them into one of six predefined categories.