Abstract
Corona Virus continues to harms its effects on the people lives across the globe. The screening of infected persons has to be identified is a vital step because it is a fast and low-cost way. Certain above mentioned things can be recognized by chest X-ray images that plays a significant role and also used for examining in detection of CORONA VIRUS(COVID-19). Here radiological chest X-rays are easily available with low cost only. In this survey paper, Convolutional Neural Network(CNN) based solution that will benefit in detection of the Covid-19 positive patients using radiography chest X-Ray images. To test the efficiency of the solution, using data sets of publicly available X-Ray images of Corona virus positive cases and negative cases. Images of positive Corona Virus patients and pictures of healthy person images are divided into testing images and trainable images. The solution which are providing the good results with classification accuracy within the test set-up. Then GUI based application supports for medical examination areas. This GUI application can be used on any computer and performed by any medical examiner or technician to determine Corona Virus positive patients using radiography X-ray images. The result will be precisely obtaining the Covid-19 Patient analysis through the chest X-ray images and also results may be retrieve within a few seconds.
Highlights
COVID-19 is an infectious and fast spreading deadly virus and it was spreading all over the globe
The World Health Organization declared COVID-19 as a pandemic disease on March 11th 2020.The announcement of the pandemic starts the panic of the increasing the spread of CORONA VIRUS [1, 2]
The proposed a Convolutional Neural Network-based model to identify Covid patients using 450 X-ray images, in which 250 images belong to Covid patients and the 200 images belong to healthy people
Summary
COVID-19 is an infectious and fast spreading deadly virus and it was spreading all over the globe. The World Health Organization declared COVID-19 as a pandemic disease on March 11th 2020.The announcement of the pandemic starts the panic of the increasing the spread of CORONA VIRUS [1, 2]. It is illustrated as a global safety emergency of its time and it has spread everywhere across all different countries. The examiners are using radiography X-ray images to research pneumonia and many other lungs related diseases In this present world many hospitals having their own Radiography X-ray imagining machines. Many are describing deep-learning techniques are the best for the image classification [10]
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