Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-Rays

Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-Rays

We demonstrate use of iteratively pruned deep learning model ensembles for detecting pulmonary manifestations of COVID-19 with chest X-rays. This disease is caused by the novel Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) virus, also known as the novel Coronavirus (2019-nCoV). A cust...

Full description

Bibliographic Details
Main Authors: Sivaramakrishnan Rajaraman, Jenifer Siegelman, Philip O. Alderson, Lucas S. Folio, Les R. Folio, Sameer K. Antani
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
COVID-19
convolutional neural network
deep learning
ensemble
iterative pruning
Online Access:https://ieeexplore.ieee.org/document/9121222/

Internet

https://ieeexplore.ieee.org/document/9121222/

Similar Items