COVID-19 Diagnosis Using Deep Learning
نویسندگان
چکیده
The coronavirus, which appeared in Wuhan city of China and named COVID-19 , spread rapidly caused the death many people. Early diagnosis is very important to prevent or slow spread. first preferred method by clinicians real-time reverse transcription-polymerase chain reaction (RT-PCR). However, expected accuracy values cannot be obtained patients incubation period. Therefore, common lung devastation were considered radiological images used diagnose. In this study, automatic was made from posteroanterior (PA) chest X-Ray deep learning method. using two different methods, classification with dataset combinations consisting healthy, COVID, bacterial pneumonia viral X-ray images. results show that proposed learning-based system can clinical setting as a supplement RT-PCR test for early
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ژورنال
عنوان ژورنال: Düzce Üniversitesi bilim ve teknoloji dergisi
سال: 2021
ISSN: ['2148-2446']
DOI: https://doi.org/10.29130/dubited.866124