COVID-19 Detection from X-ray Images using Multi-Kernel-Size Spatial-Channel Attention Network

作者：

Highlights：

• A novel multi-kernel-size spatial-channel attention model for COVID-19 detection

• The proposed method enables early diagnosis from chest X-ray images.

• Evaluation with real-world data demonstrates improved accuracy at 98.2

摘要

•A novel multi-kernel-size spatial-channel attention model for COVID-19 detection•The proposed method enables early diagnosis from chest X-ray images.•Evaluation with real-world data demonstrates improved accuracy at 98.2

论文关键词：Deep learning,Attention,Coronavirus,X-ray images,Multi-scale

论文评审过程：Received 28 December 2020, Revised 4 May 2021, Accepted 19 May 2021, Available online 4 June 2021, Version of Record 15 June 2021.

论文官网地址：https://doi.org/10.1016/j.patcog.2021.108055