Natural Language Processing in Electronic Health Records in Relation to Healthcare Decision-making: A Systematic Review

no code implementations • 22 Jun 2023 • Elias Hossain, Rajib Rana, Niall Higgins, Jeffrey Soar, Prabal Datta Barua, Anthony R. Pisani, Ph. D, Kathryn Turner}

Various Machine Learning (ML), Deep Learning (DL) and NLP techniques are studied and compared to understand the limitations and opportunities in this space comprehensively.

Classification Decision Making +5

An Overview of Ontologies and Tool Support for COVID-19 Analytics

no code implementations • 12 Oct 2021 • Aakash Ahmad, Madhushi Bandara, Mahdi Fahmideh, Henderik A. Proper, Giancarlo Guizzardi, Jeffrey Soar

The outbreak of the SARS-CoV-2 pandemic of the new COVID-19 disease (COVID-19 for short) demands empowering existing medical, economic, and social emergency backend systems with data analytics capabilities.

Management