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10.1155/2021/5528144

http://scihub22266oqcxt.onion/10.1155/2021/5528144
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34194535!8184329!34194535
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suck abstract from ncbi


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pmid34194535      Comput+Math+Methods+Med 2021 ; 2021 (ä): 5528144
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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rely on the radiologist or medical consultant's technical expertise that are limited, time-consuming, inefficient, and outdated.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.
  • |*Deep Learning[MESH]
  • |*SARS-CoV-2[MESH]
  • |Algorithms[MESH]
  • |COVID-19 Testing/*methods/statistics & numerical data[MESH]
  • |COVID-19/diagnosis/*diagnostic imaging[MESH]
  • |Computational Biology[MESH]
  • |Diagnosis, Differential[MESH]
  • |Humans[MESH]
  • |Mathematical Concepts[MESH]
  • |Neural Networks, Computer[MESH]
  • |Pneumonia, Viral/diagnosis/diagnostic imaging[MESH]
  • |Radiography, Thoracic/statistics & numerical data[MESH]


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