The Effects of In-Plane Spatial Resolution on CT-Based Radiomic Features’ Stability with and without ComBat Harmonization

The Effects of In-Plane Spatial Resolution on CT-Based Radiomic Features’ Stability with and without ComBat Harmonization

While handcrafted radiomic features (HRFs) have shown promise in the field of personalized medicine, many hurdles hinder its incorporation into clinical practice, including but not limited to their sensitivity to differences in acquisition and reconstruction parameters. In this study, we evaluated t...

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Bibliographic Details
Main Authors: Abdalla Ibrahim, Turkey Refaee, Sergey Primakov, Bruno Barufaldi, Raymond J. Acciavatti, Renée W. Y. Granzier, Roland Hustinx, Felix M. Mottaghy, Henry C. Woodruff, Joachim E. Wildberger, Philippe Lambin, Andrew D. A. Maidment
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Cancers
Subjects:
image processing
harmonization
reproducibility
radiomics biomarkers
Online Access:https://www.mdpi.com/2072-6694/13/8/1848

Internet

https://www.mdpi.com/2072-6694/13/8/1848

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