Clinical Characteristics and Prognostic Factors for Intensive Care Unit Admission of Patients With COVID-19: Retrospective Study Using Machine Learning and Natural Language Processing.
Journal:
Journal of medical Internet research
Published Date:
Oct 28, 2020
Abstract
BACKGROUND: Many factors involved in the onset and clinical course of the ongoing COVID-19 pandemic are still unknown. Although big data analytics and artificial intelligence are widely used in the realms of health and medicine, researchers are only beginning to use these tools to explore the clinical characteristics and predictive factors of patients with COVID-19.
Authors
Keywords
Adult
Aged
Betacoronavirus
Coronavirus Infections
COVID-19
Electronic Health Records
Emergency Service, Hospital
Female
Hospitalization
Humans
Intensive Care Units
Machine Learning
Male
Middle Aged
Natural Language Processing
Pandemics
Pneumonia, Viral
Prognosis
Retrospective Studies
SARS-CoV-2
Spain
Treatment Outcome