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Resampling and harmonization for mitigation of heterogeneity in image parameters of baseline scans
Our study investigates the effects of heterogeneity in image parameters on the reproducibility of prognostic performance of models built using radiomic biomarkers. We compare the prognostic performance of models derived from the heterogeneity-mitigated features with that of models obtained from raw...
| Autores principales: | , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9747915/ https://www.ncbi.nlm.nih.gov/pubmed/36513760 http://dx.doi.org/10.1038/s41598-022-26083-4 |