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COVID-19 Detection and Analysis From Lung CT Images using Novel Channel Boosted CNNs. (arXiv:2209.10963v2 [eess.IV] UPDATED)
Sept. 27, 2022, 1:13 a.m. | Saddam Hussain Khan
cs.CV updates on arXiv.org arxiv.org
In December 2019, the global pandemic COVID-19 in Wuhan, China, affected
human life and the worldwide economy. Therefore, an efficient diagnostic system
is required to control its spread. However, the automatic diagnostic system
poses challenges with a limited amount of labeled data, minor contrast
variation, and high structural similarity between infection and background. In
this regard, a new two-phase deep convolutional neural network (CNN) based
diagnostic system is proposed to detect minute irregularities and analyze
COVID-19 infection. In the first …
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