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Abstract of the corona epidemic

Abstract of the corona epidemic 3xLOn

The corona epidemic spreads frighteningly and rapidly in all countries of the world, forcing humanity to an abnormal life. Failure to fully control the epidemic and to find adequate and effective vaccines endangers human life. Fighting against the epidemic becomes important, as all these measures could not be taken in the near future. For this reason, it is important to detect whether the person caught the virus expressed in thousands of people is covid or not and to take the necessary measures. For this purpose, an artificial intelligence-based study has been proposed that will speed up the diagnosis of the pandemic by saving labor and expense. In the study, X-Ray images were processed with the most up-to-date deep image processing techniques, and an objective decision support system was created, independent of the doctor's expertise. The proposed system can classify x-ray images as Normal, Covid -19 and Viral Pneumonia using pre-trained deep learning networks (AlexNet, GoogleNet, ResNet8 and ResNet50). The accuracies of the networks (AlexNet, GoogleNet, ResNet8 and ResNet50) were 95. 7%, 94. 5%, 95. 4%, 97. 4% respectively. It is easy to diagnose in the advanced stages of the disease. As with most diseases, early diagnosis is important in covid-19. With the proposed system based on deep learning, a very useful tool has been created in combating the pandemic by determining the disease at an early stage. The proposed system can also be used in areas with a shortage of health personnel such as rural and remote areas

The corona epidemic spreads frighteningly
 and rapidly
 in all countries of the world, forcing humanity to an abnormal life. Failure to fully
 control the epidemic and to find adequate and effective vaccines endangers human life. Fighting against the epidemic becomes This phrase/word is too simple and can be replaced with:vitalcriticalessential
important
, as all these measures could not be taken
 in the near future. For this reason
, it is This phrase/word is too simple and can be replaced with:vitalcriticalessential
important
 to detect whether the person caught the virus expressed in thousands of This phrase/word (depending on the context) can be potentially replaced with :individualsnationsociety
people
 is Did you mean "COVID-19" or the alternative spelling "Covid-19" (= coronavirus)?COVID-19Covid-19
covid
 or not and to take the necessary measures.

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proposed
 that will This phrase/word (depending on the context) can be potentially replaced with :accelerate
speed up
 the diagnosis of the pandemic by saving labor and expense. In the study, X-Ray images were processed
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system
was created
, independent of the doctor's expertise. The You use this word too often, consider replacing it withsuggestedscheduledprospectiverecommendedplannedexpected
proposed
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system
 can classify x-ray images as Normal, Did you mean "COVID-19" or the alternative spelling "Covid-19" (= coronavirus)?COVID-19Covid-19
Covid
 -19 and Viral Pneumonia using pre-trained deep learning networks (Possible spelling mistake found.AlexeiAlexey
AlexNet
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GoogleNet
, ResNet8 and ResNet50). The accuracies of the networks (Possible spelling mistake found.AlexeiAlexey
AlexNet
, Possible spelling mistake found.GoogleGoogliesGuillemotGoogledGooglingGoogles
GoogleNet
, ResNet8 and ResNet50) were 95. 7%, 94. 5%, 95. 4%, 97. 4% respectively
.

It is easy to diagnose in the advanced stages of the disease. As with most diseases, early diagnosis is This phrase/word is too simple and can be replaced with:vitalcriticalessential
important
 in Did you mean "COVID-19" or the alternative spelling "Covid-19" (= coronavirus)?COVID-19Covid-19
covid-19
. With the You use this word too often, consider replacing it withsuggestedscheduledprospectiverecommendedplannedexpected
proposed
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system
 based on deep learning, a This phrase/word is too simple and can be replaced with:extremelyimmenselysupremelysuperb
very
 useful tool has been created
 in combating the pandemic by determining the disease at an early stage. The You use this word too often, consider replacing it withsuggestedscheduledprospectiverecommendedplannedexpected
proposed
You use this word too often, consider replacing it withorganizationschemerulestructurearrangement
system
 can also
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used
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areas