Modified U-Net Based Covid-19 Lesion Segmentation Using CT Scans

• Published in: International Conference on Signal Processing and Communications pp. 1 - 5
• Main Authors: Gopika, Gopan K, Peruru, Pavan Sudeesh, Sinha, Neelam
• Format: Conference Proceeding
• Language: English
• Published: IEEE 11.07.2022
• Subjects: Atrous Spatial Pyramid Pooling; Computed tomography; COVID-19; Decoding; Lesion Segmentation; Location awareness; Lung; Medical services; Signal processing; Spatial-Channel Attention; U-Net

Computed Tomography (CT) based analysis will assist doctors in a prompt diagnosis of the Covid-19 infection. Automated segmentation of lesions in chest CT scans helps in determining the severity of the infection. The presented work addresses the task of automated segmentation of Covid-19 lesions. A...