Test–Retest Data for Radiomics Feature Stability Analysis: Generalizable or Study-Specific?

Radiomics is an objective method for extracting quantitative information from medical images. However, in radiomics, standardization, overfitting, and generalization are major challenges to be overcome. Test–retest experiments can be used to select robust radiomic features that have minimal variatio...

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Detalles Bibliográficos
Autores principales: van Timmeren, Janna E., Leijenaar, Ralph T.H., van Elmpt, Wouter, Wang, Jiazhou, Zhang, Zhen, Dekker, André, Lambin, Philippe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Grapho Publications, LLC 2016
Materias:
Research Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6037932/
https://www.ncbi.nlm.nih.gov/pubmed/30042967
http://dx.doi.org/10.18383/j.tom.2016.00208

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6037932/
https://www.ncbi.nlm.nih.gov/pubmed/30042967
http://dx.doi.org/10.18383/j.tom.2016.00208

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