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ÇѱÛÁ¦¸ñ(Korean Title) Exploiting Deep Learning for Fast COVID 19 Diagnosis
¿µ¹®Á¦¸ñ(English Title) Exploiting Deep Learning for Fast COVID 19 Diagnosis
ÀúÀÚ(Author) Muneeb A. Khan   Myhammad Haziq Khan   Qasim Niaz   Heemin Park  
¿ø¹®¼ö·Ïó(Citation) VOL 48 NO. 02 PP. 0458 ~ 0460 (2021. 12)
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(Korean Abstract)
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(English Abstract)
Because of the COVID-19 epidemic, the world is in a state of lockdown. Researchers are striving to find approaches to control and mitigate this epidemic. One of the most popular and successful approaches used by researchers is the use of CT scans and X-rays to evaluate lungs pictures for COVID-19. But this requires radiologists and clinicians to manually diagnose each report, which is very challenging and time taking. In this paper, we have presented a deep learning neural network-based method to analyze the X-ray images of patients for diagnosis of COVID 19. The proposed method produces an accuracy of 96% with a sensitivity of 95%.
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