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Assessing robustness of radiomic features by image perturbation

Image features need to be robust against differences in positioning, acquisition and segmentation to ensure reproducibility. Radiomic models that only include robust features can be used to analyse new images, whereas models with non-robust features may fail to predict the outcome of interest accura...

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Bibliografski detalji
Izdano u:Sci Rep
Glavni autori: Zwanenburg, Alex, Leger, Stefan, Agolli, Linda, Pilz, Karoline, Troost, Esther G. C., Richter, Christian, Löck, Steffen
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group UK 2019
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6345842/
https://ncbi.nlm.nih.gov/pubmed/30679599
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-36938-4
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