Deep learning approaches for COVID-19 detection based on chest X-ray images

作者：

Highlights：

• A novel application is introduced, X-ray chest image based Covid-19 detection.

• Deep learning approaches are used for Covid-19 detection.

• Local texture descriptors are also used in Covid-19 detection.

摘要

•A novel application is introduced, X-ray chest image based Covid-19 detection.•Deep learning approaches are used for Covid-19 detection.•Local texture descriptors are also used in Covid-19 detection.

论文关键词：COVID-19,Chest X-ray images,Deep learning,Convolutional neural networks,Local texture descriptors

论文评审过程：Received 27 March 2020, Revised 21 September 2020, Accepted 23 September 2020, Available online 28 September 2020, Version of Record 6 October 2020.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.114054