Understanding COVID-19 Impacts on the Health Workforce: AI-Assisted Open-Source Media Content Analysis (Preprint)
Anita Pienkowska,
Mathieu Ravaut,
Maleyka Mammadova
et al.
Abstract:BACKGROUND
To investigate the impacts of the COVID-19 pandemic on the health workforce, we aimed to develop a framework that synergizes natural language processing (NLP) techniques and human-generated analysis to reduce, organize, classify, and analyze a vast volume of publicly available news articles to complement scientific literature and support strategic policy dialogue, advocacy, and decision-making.
OBJECTIVE
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