Mortality Prediction Analysis among COVID-19 Inpatients Using Clinical Variables and Deep Learning Chest Radiography Imaging Features

Mortality Prediction Analysis among COVID-19 Inpatients Using Clinical Variables and Deep Learning Chest Radiography Imaging Features

The emergence of the COVID-19 pandemic over a relatively brief interval illustrates the need for rapid data-driven approaches to facilitate clinical decision making. We examined a machine learning process to predict inpatient mortality among COVID-19 patients using clinical and chest radiographic da...

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Bibliographic Details
Main Authors: Xuan V. Nguyen, Engin Dikici, Sema Candemir, Robyn L. Ball, Luciano M. Prevedello
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Tomography
Subjects:
COVID
computer-aided diagnosis/prognosis
chest radiographs
multi-modal analysis
transfer learning
machine learning
Online Access:https://www.mdpi.com/2379-139X/8/4/151

Internet

https://www.mdpi.com/2379-139X/8/4/151

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