COVID-19 Infection Segmentation and Severity Assessment Using a Self-Supervised Learning Approach

Background: Automated segmentation of COVID-19 infection lesions and the assessment of the severity of the infections are critical in COVID-19 diagnosis and treatment. Based on a large amount of annotated data, deep learning approaches have been widely used in COVID-19 medical image analysis. Howeve...

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Bibliographic Details
Main Authors: Yao Song, Jun Liu, Xinghua Liu, Jinshan Tang
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Diagnostics
Subjects:
Online Access:https://www.mdpi.com/2075-4418/12/8/1805