Deep Learning-Based Decision-Tree Classifier for COVID-19 Diagnosis From Chest X-ray Imaging

Deep Learning-Based Decision-Tree Classifier for COVID-19 Diagnosis From Chest X-ray Imaging

The global pandemic of coronavirus disease 2019 (COVID-19) has resulted in an increased demand for testing, diagnosis, and treatment. Reverse transcription polymerase chain reaction (RT-PCR) is the definitive test for the diagnosis of COVID-19; however, chest X-ray radiography (CXR) is a fast, effec...

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Bibliographic Details
Main Authors: Seung Hoon Yoo, Hui Geng, Tin Lok Chiu, Siu Ki Yu, Dae Chul Cho, Jin Heo, Min Sung Choi, Il Hyun Choi, Cong Cung Van, Nguen Viet Nhung, Byung Jun Min, Ho Lee
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-07-01
Series:Frontiers in Medicine
Subjects:
chest X-ray radiography
COVID-19
deep learning
image classification
neural network
tuberculosis
Online Access:https://www.frontiersin.org/article/10.3389/fmed.2020.00427/full

Internet

https://www.frontiersin.org/article/10.3389/fmed.2020.00427/full

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