CT Reconstruction Kernels and the Effect of Pre- and Post-Processing on the Reproducibility of Handcrafted Radiomic Features

CT Reconstruction Kernels and the Effect of Pre- and Post-Processing on the Reproducibility of Handcrafted Radiomic Features

Handcrafted radiomics features (HRFs) are quantitative features extracted from medical images to decode biological information to improve clinical decision making. Despite the potential of the field, limitations have been identified. The most important identified limitation, currently, is the sensit...

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Bibliographic Details
Main Authors: Turkey Refaee, Zohaib Salahuddin, Yousif Widaatalla, Sergey Primakov, Henry C. Woodruff, Roland Hustinx, Felix M. Mottaghy, Abdalla Ibrahim, Philippe Lambin
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Journal of Personalized Medicine
Subjects:
radiomics reproducibility
reconstruction kernel
ComBat harmonization
image harmonization
Online Access:https://www.mdpi.com/2075-4426/12/4/553

Internet

https://www.mdpi.com/2075-4426/12/4/553

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