FLANNEL (Focal Loss bAsed Neural Network EnsembLe) for COVID-19 detection.

Journal: Journal of the American Medical Informatics Association : JAMIA

Published Date: Mar 1, 2021

Abstract

OBJECTIVE: The study sought to test the possibility of differentiating chest x-ray images of coronavirus disease 2019 (COVID-19) against other pneumonia and healthy patients using deep neural networks.

Authors

Zhi Qiao

IBM Research Lab - China.
Austin Bae

Analytics Center of Excellence, IQVIA, Cambridge, Massachusetts, USA.
Lucas M Glass

Analytics Center of Excellence, IQVIA, Cambridge, Massachusetts, USA.
Cao Xiao

University of Washington, Department of Industrial and Systems Engineering, Seattle, USA.
Jimeng Sun

College of Computing Georgia Institute of Technology Atlanta, GA, USA.

Keywords

Algorithms COVID-19 Diagnosis, Differential Humans Lung Neural Networks, Computer Pneumonia, Viral Radiography, Thoracic ROC Curve

External Resources

View on PubMed Access via DOI PubMed (33125051)

FLANNEL (Focal Loss bAsed Neural Network EnsembLe) for COVID-19 detection.

Abstract

Authors

Keywords

External Resources

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