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Stability of dosiomic features against variations in dose calculation: An analysis based on a cohort of prostate external beam radiotherapy patients

INTRODUCTION: Interest in using higher order features of the planned 3D dose distributions (i.e., dosiomics) to predict radiotherapy outcomes is growing. This is driving many retrospective studies where historical data are mined to train machine learning models; however, recent decades have seen con...

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Detalles Bibliográficos
Autores principales: Sun, Lingyue, Smith, Wendy, Kirkby, Charles
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10161028/
https://www.ncbi.nlm.nih.gov/pubmed/36629276
http://dx.doi.org/10.1002/acm2.13904