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Deprecated: Implicit conversion from float 233.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534 Comput+Math+Methods+Med 2021 ; 2021 (ä): 5528144 Nephropedia Template TP
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An Overview of Deep Learning Techniques on Chest X-Ray and CT Scan Identification of COVID-19 #MMPMID34194535
Serena Low WC; Chuah JH; Tee CATH; Anis S; Shoaib MA; Faisal A; Khalil A; Lai KW
Comput Math Methods Med 2021[]; 2021 (ä): 5528144 PMID34194535show ga
Pneumonia is an infamous life-threatening lung bacterial or viral infection. The latest viral infection endangering the lives of many people worldwide is the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which causes COVID-19. This paper is aimed at detecting and differentiating viral pneumonia and COVID-19 disease using digital X-ray images. The current practices include tedious conventional processes that solely rely on the radiologist or medical consultant's technical expertise that are limited, time-consuming, inefficient, and outdated. The implementation is easily prone to human errors of being misdiagnosed. The development of deep learning and technology improvement allows medical scientists and researchers to venture into various neural networks and algorithms to develop applications, tools, and instruments that can further support medical radiologists. This paper presents an overview of deep learning techniques made in the chest radiography on COVID-19 and pneumonia cases.