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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...
Enregistré dans:
| Publié dans: | Sci Rep |
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| Auteurs principaux: | , , , , , , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
Nature Publishing Group UK
2019
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| Sujets: | |
| Accès en ligne: | 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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