Classification of COVID-19 in X-ray images with Genetic Fine-tuning

New and more transmissible SARS-COV-2 variants aggravated the SARS-COV-2 emergence. Lung X-ray images stand out as an alternative to support case screening. The latest computer-aided diagnosis systems have been using Deep Learning (DL) to detect pulmonary diseases. In this context, our work investig...

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Bibliographic Details
Published in:	Computers & electrical engineering Vol. 96; p. 107467
Main Authors:	Vieira, Pablo A., Magalhães, Deborah M.V., Carvalho-Filho, Antonio O., Veras, Rodrigo M.S., Rabêlo, Ricardo A.L., Silva, Romuere R.V.
Format:	Journal Article
Language:	English
Published:	United States Elsevier Ltd 01-12-2021 Elsevier BV
Subjects:	Convolutional neural networks Coronaviruses COVID-19 Evolutionary genetic systems Fine-tuning Image classification Image processing Machine learning Medical imaging Pneumonia SARS-COV-2 Severe acute respiratory syndrome coronavirus 2 X-ray Evolutionary genetic systems Pneumonia X-ray Convolutional neural networks SARS-COV-2 Fine-tuning
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