Author: Min Zhou; Yong Chen; Dexiang Wang; Yanping Xu; Weiwu Yao; Jingwen Huang; Xiaoyan Jin; Zilai Pan; Jingwen Tan; Lan Wang; Yihan Xia; Longkuan Zou; Xin Xu; Jingqi Wei; Mingxin Guan; Jianxing Feng; Huan Zhang; Jieming Qu
Title: Improved deep learning model for differentiating novel coronavirus pneumonia and influenza pneumonia Document date: 2020_3_30
ID: ilc2bzkx_49
Snippet: The copyright holder for this preprint . https://doi.org/10.1101/2020.03. 24.20043117 doi: medRxiv preprint angiotensin converting enzyme 2 (ACE2) receptor (27) concentrated on alveolar type-2 epithelial cells, which will undergo apoptosis after infection, leading to diffuse alveolar damage and interstitial fluid absorption disorder (28) . Pathological findings of NCP showed pulmonary edema and hyaline membrane formation (29) . While influenza vi.....
Document: The copyright holder for this preprint . https://doi.org/10.1101/2020.03. 24.20043117 doi: medRxiv preprint angiotensin converting enzyme 2 (ACE2) receptor (27) concentrated on alveolar type-2 epithelial cells, which will undergo apoptosis after infection, leading to diffuse alveolar damage and interstitial fluid absorption disorder (28) . Pathological findings of NCP showed pulmonary edema and hyaline membrane formation (29) . While influenza viruses primarily cause damage to the trachea epithelial cells, leading to necrotizing bronchitis and diffuse alveolar damage to the upper respiratory tract (3) . It was reported that the size of the nodules helps to differentiate different types of infections, for instance, the nodules of viral infection are ordinarily less than 10 mm (30) . Consistent with previous reports, we found that nodules are present more often in IP with their sizes ranging 5-10 mm.
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