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10.5152/dir.2019.20294

http://scihub22266oqcxt.onion/10.5152/dir.2019.20294
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32436845!7490030!32436845
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suck abstract from ncbi


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pmid32436845      Diagn+Interv+Radiol 2020 ; 26 (5): 443-448
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  • A review on the use of artificial intelligence for medical imaging of the lungs of patients with coronavirus disease 2019 #MMPMID32436845
  • Ito R; Iwano S; Naganawa S
  • Diagn Interv Radiol 2020[Sep]; 26 (5): 443-448 PMID32436845show ga
  • The results of research on the use of artificial intelligence (AI) for medical imaging of the lungs of patients with coronavirus disease 2019 (COVID-19) has been published in various forms. In this study, we reviewed the AI for diagnostic imaging of COVID-19 pneumonia. PubMed, arXiv, medRxiv, and Google scholar were used to search for AI studies. There were 15 studies of COVID-19 that used AI for medical imaging. Of these, 11 studies used AI for computed tomography (CT) and 4 used AI for chest radiography. Eight studies presented independent test data, 5 used disclosed data, and 4 disclosed the AI source codes. The number of datasets ranged from 106 to 5941, with sensitivities ranging from 0.67-1.00 and specificities ranging from 0.81-1.00 for prediction of COVID-19 pneumonia. Four studies with independent test datasets showed a breakdown of the data ratio and reported prediction of COVID-19 pneumonia with sensitivity, specificity, and area under the curve (AUC). These 4 studies showed very high sensitivity, specificity, and AUC, in the range of 0.9-0.98, 0.91-0.96, and 0.96-0.99, respectively.
  • |*Artificial Intelligence[MESH]
  • |*Betacoronavirus[MESH]
  • |COVID-19[MESH]
  • |Coronavirus Infections/*diagnostic imaging[MESH]
  • |Humans[MESH]
  • |Image Interpretation, Computer-Assisted/*methods[MESH]
  • |Lung/*diagnostic imaging[MESH]
  • |Pandemics[MESH]
  • |Pneumonia, Viral/*diagnostic imaging[MESH]
  • |Radiography/*methods[MESH]
  • |Reproducibility of Results[MESH]
  • |SARS-CoV-2[MESH]
  • |Sensitivity and Specificity[MESH]


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