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

PURPOSE: 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 protocols and reco...

Fuld beskrivelse

Na minha lista:
Bibliografiske detaljer
Udgivet i:PLoS One
Main Authors: Da-ano, Ronrick, Lucia, François, Masson, Ingrid, Abgral, Ronan, Alfieri, Joanne, Rousseau, Caroline, Mervoyer, Augustin, Reinhold, Caroline, Pradier, Olivier, Schick, Ulrike, Visvikis, Dimitris, Hatt, Mathieu
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2021
Fag:
Research Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8248970/
https://ncbi.nlm.nih.gov/pubmed/34197503
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0253653
Tags: Tilføj Tag
Ingen Tags, Vær først til at tagge denne postø!

Lignende værker