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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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Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7371960/
https://www.ncbi.nlm.nih.gov/pubmed/32760732
http://dx.doi.org/10.3389/fmed.2020.00427