Deep Learning in Image Analysis for COVID-19 Diagnosis: a Survey

Orrana L. V. de Sousa,Deborah M. V. Magalhães,Pablo de A. Vieira,Romuere Silva

IEEE Latin America Transactions（2021）

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摘要

COVID-19 achieved the highest concentration of confirmed cases in the Americas with a significant impact in Latin America and the Caribbean region, where access to water and sanitation is restricted. In this scenario, we surveyed deep learning techniques applied to extract information from images to detect pneumonia caused by SARS-COV-2, directly assisting health professionals through an automatic...

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关键词

COVID-19,Pulmonary diseases,Deep learning,Coronaviruses,Image segmentation,IEEE transactions,Generative adversarial networks

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