COVID-19 Diagnostic System Using Medical Image Classification and Retrieval: A Novel Method for Image Analysis

ABSTRACT: Abstract With the rapid increase in the number of people infected with COVID-19 disease in the entire world, and with the limited medical equipment used to detect it (testing kit), it becomes necessary to provide another detection method that mainly relies on Artificial Intelligence and radiographic Image Analysis to determine the disease infection. In this study, we proposed a diagnosis system that detects the COVID-19 using chest X-ray or computed tomography (CT) scan images knowing that this system does not eliminate the reverse transcription-polymerase chain reaction test but rather complements it. The proposed system consists of the following steps, starting with extracting the image’s features using Visual Words Fusion of ResNet-50 (deep neural network) and Histogram of Oriented Grad

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PROVIDER: S-EPMC8194842 | biostudies-literature | 2021 May

REPOSITORIES: biostudies-literature