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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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| Udgivet i: | Sci Rep |
|---|---|
| Main Authors: | , , , , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Nature Publishing Group UK
2019
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| Fag: | |
| Online adgang: | 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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