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...

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Detalles Bibliográficos
Autores principales: Singh, Apurva, Horng, Hannah, Chitalia, Rhea, Roshkovan, Leonid, Katz, Sharyn I., Noël, Peter, Shinohara, Russell T., Kontos, Despina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
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

Internet

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

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