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Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection Using Chest X-ray [PDF]
Pneumonia is a life-threatening disease, which occurs in the lungs caused by either bacterial or viral infection. It can be life-endangering if not acted upon at the right time and thus the early diagnosis of pneumonia is vital.
Tawsifur Rahman+7 more
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Aims The virus is common in patients with viral pneumonia. However, the viral etiology and clinical features of patients with viral pneumonia in China remain unclear.
Xiang Zhao+8 more
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About 200 million cases of viral community-acquired pneumonia occur every year-100 million in children and 100 million in adults. Molecular diagnostic tests have greatly increased our understanding of the role of viruses in pneumonia, and findings indicate that the incidence of viral pneumonia has been underestimated. In children, respiratory syncytial
Ruuskanen, O+3 more
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Few studies have focused on clinical courses or viral loads in young asymptomatic or mild patients with COVID-19 infection. We sought to better understand the clinical course and association between viral load and prevalence of pneumonia in young COVID ...
Cherry Kim+10 more
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Clinical Features Predicting Mortality Risk in Patients With Viral Pneumonia: The MuLBSTA Score [PDF]
Lingxi Guo, Dong Wei, Xinxin Zhang
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This paper describes a comparison between three pre-trained neural networks for the classification of chest X-ray images: Xception, Inception V3, and NasNetLarge.
Nator Junior Carvalho da Costa+4 more
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BACKGROUND. To date, radiological criteria for the diagnosis of viral pneumonia associated with SARS-CoV-2 have been established, and treatment regimens for patients depending on the severity of coronavirus disease (COVID-19) have been developed for both
М.І. Lynnyk+5 more
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Background: Viral pneumonia is one of the most serious respiratory diseases, and multicomponent traditional Chinese medicines have been applied in the management of infected patients.
Junying Wei+9 more
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Background Through the comparison of the demographic, epidemiological, and clinical characteristics of hospital human influenza (influenza A (H1N1) pdm09, H3N2, and B)-related and hospitalized avian-origin influenza A (H7N9)-related viral pneumonia ...
Bin Fu+9 more
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Severe viral pneumonia is a significant cause of morbidity and mortality globally, whether due to outbreaks of endemic viruses, periodic viral epidemics, or the rarer but devastating global viral pandemics. While limited anti-viral therapies exist, there
C. H. Masterson+11 more
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