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A downsampling strategy to assess the predictive value of radiomic features

Many studies are devoted to the design of radiomic models for a prediction task. When no effective model is found, it is often difficult to know whether the radiomic features do not include information relevant to the task or because of insufficient data. We propose a downsampling method to answer t...

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Detalles Bibliográficos
Autores principales: Dirand, Anne-Sophie, Frouin, Frédérique, Buvat, Irène
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6883070/
https://www.ncbi.nlm.nih.gov/pubmed/31780708
http://dx.doi.org/10.1038/s41598-019-54190-2