A transfer learning approach to facilitate ComBat-based harmonization of multicentre radiomic features in new datasets.

<h4>Purpose</h4>To facilitate the demonstration of the prognostic value of radiomics, multicenter radiomics studies are needed. Pooling radiomic features of such data in a statistical analysis is however challenging, as they are sensitive to the variability in scanner models, acquisition...

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Bibliographic Details
Main Authors: Ronrick Da-Ano, François Lucia, Ingrid Masson, Ronan Abgral, Joanne Alfieri, Caroline Rousseau, Augustin Mervoyer, Caroline Reinhold, Olivier Pradier, Ulrike Schick, Dimitris Visvikis, Mathieu Hatt
Format: article
Language:EN
Published: Public Library of Science (PLoS) 2021
Subjects:
R
Q
Online Access:https://doaj.org/article/715ee30ce0ed4be28a31be78d0d2b55f
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