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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Vydáno v:	Frontiers in medicine Ročník 7; s. 572071
Hlavní autoři:	Yoo, Seung Hoon, Geng, Hui, Chiu, Tin Lok, Yu, Siu Ki, Cho, Dae Chul, Heo, Jin, Choi, Min Sung, Choi, Il Hyun, Cung Van, Cong, Nhung, Nguen Viet, Min, Byung Jun, Lee, Ho
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Lausanne Frontiers Media SA 14.07.2020 Frontiers Media S.A
Témata:	Artificial intelligence chest X-ray radiography Classification Coronaviruses COVID-19 Datasets Decision making Decision trees Deep learning Hospitals image classification Lung diseases Lungs Medicine neural network Neural networks Radiography Tuberculosis X-rays United States > US
ISSN:	2296-858X, 2296-858X
On-line přístup:	Získat plný text
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