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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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Foilsithe in:Sci Rep
Main Authors: Dirand, Anne-Sophie, Frouin, Frédérique, Buvat, Irène
Formáid: Artigo
Teanga:Inglês
Foilsithe: Nature Publishing Group UK 2019
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6883070/
https://ncbi.nlm.nih.gov/pubmed/31780708
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-54190-2
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