Artificial intelligence to evaluate diagnosed COVID-19 chest radiographs

Artificial intelligence to evaluate diagnosed COVID-19 chest radiographs

We present a Machine Learning algorithm based on Python which can be used to aid COVID-19 diagnosis. This algorithm employs Convolutional Neural Networks (CNN) of ResNet-18 architecture from thoracic X-ray images to build a trained dataset that enables further comparisons between common pulmonary di...

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Bibliographic Details
Main Authors: Bruno Takara, Felipe Freitas, Alexandre Bacelar, Rochelle Lykawka, Mirko Salomon Alva Sanchez
Format: Article
Language:English
Published: Brazilian Radiation Protection Society (Sociedade Brasileira de Proteção Radiológica, SBPR) 2022-09-01
Series:Brazilian Journal of Radiation Sciences
Subjects:
x-ray
artificial inteligence
radiography
Online Access:https://bjrs.org.br/revista/index.php/REVISTA/article/view/2056
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