Art
J-GLOBAL ID:202102279143915856   Reference number:21A2033386

Deep Learning Approaches for Detecting Pneumonia in COVID-19 Patients by Analyzing Chest X-Ray Images

胸部X線画像分析によるCOVID-19患者の肺炎検出のための深層学習アプローチ【JST・京大機械翻訳】
Author (8):
Material:
Volume: 2021  Page: Null  Publication year: 2021 
JST Material Number: U7803A  ISSN: 1024-123X  Document type: Article
Article type: 原著論文  Country of issue: United Kingdom (GBR)  Language: ENGLISH (EN)
Abstract/Point:
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The COVID-19 pandemic has wrea...
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Respiratory system diagnosis  ,  Medical image processing 
Reference (36):
  • O. Gozes, M. Frid-Adar, H. Greenspan, P. D. Browning, H. Zhang et al., "Rapid Ai development cycle for the coronavirus (covid-19) pandemic: initial results for automated detection patient monitoring using deep learning ct image analysis," 2003, https://arxiv.org/abs/2003.05037.
  • Worldometers,(2020).Coronavirus.: https://www.worldometers.info/coronavirus/?utm_campaign=homeAdvegas1?%22.
  • D. M. Hansell, A. A. Bankier, H. MacMahon, T. C. McLoud, N. L. Müller, J. Remy, "Fleischner society: glossary of terms for thoracic imaging," Radiology, vol. 246, no. 3, pp. 697-722, 2008.
  • A. Jaiswal, N. Gianchandani, D. Singh, V. Kumar, M. Kaur, "Classification of the COVID-19 infected patients using densenet201 based deep transfer learning," Journal of Biomolecular Structure and Dynamics, vol. 23, pp. 1-8, 2020.
  • C. Douarre, R. Schielein, C. Frindel, S. Gerth, D. Rousseau, "Transfer learning from synthetic data applied to soil-root segmentation in X-ray tomography images," Journal of Imaging, vol. 4, no. 5, pp. 65, 2018.
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