Radiomics-Based Detection of COVID-19 from Chest X-ray Using Interpretable Soft Label-Driven TSK Fuzzy Classifier

Radiomics-Based Detection of COVID-19 from Chest X-ray Using Interpretable Soft Label-Driven TSK Fuzzy Classifier

The COVID-19 pandemic has posed a significant global public health threat with an escalating number of new cases and death toll daily. The early detection of COVID-related CXR abnormality potentially allows the early isolation of suspected cases. Chest X-Ray (CXR) is a fast and highly accessible ima...

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Bibliographic Details
Main Authors: Yuanpeng Zhang, Dongrong Yang, Saikit Lam, Bing Li, Xinzhi Teng, Jiang Zhang, Ta Zhou, Zongrui Ma, Tin-Cheung (Michael) Ying, Jing Cai
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Diagnostics
Subjects:
class compactness graph
COVID-19
radiomics
soft label
TSK fuzzy systems
Online Access:https://www.mdpi.com/2075-4418/12/11/2613

Internet

https://www.mdpi.com/2075-4418/12/11/2613

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