Clinical Characteristics and Prognostic Factors for Intensive Care Unit Admission of Patients With COVID-19: Retrospective Study Using Machine Learning and Natural Language Processing.

Jose Luis Izquierdo Julio Ancocheanull nullJoan B Soriano

Published in: Journal of medical Internet research (2020)

Our results show that a combination of easily obtainable clinical variables (age, fever, and tachypnea with or without respiratory crackles) predicts whether patients with COVID-19 will require ICU admission.

Keyphrases

prognostic factors
intensive care unit
emergency department
mechanical ventilation
autism spectrum disorder
respiratory tract