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Incorporating Robustness to Imaging Physics into Radiomic Feature Selection for Breast Cancer Risk Estimation

SIMPLE SUMMARY: Mammographic density estimates can be combined with radiomic texture features to offer an even better assessment of breast cancer risk. However, some feature variations will be due to true parenchymal differences between women, but others will be due to imaging physics effects (contr...

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Detalles Bibliográficos
Autores principales: Acciavatti, Raymond J., Cohen, Eric A., Maghsoudi, Omid Haji, Gastounioti, Aimilia, Pantalone, Lauren, Hsieh, Meng-Kang, Conant, Emily F., Scott, Christopher G., Winham, Stacey J., Kerlikowske, Karla, Vachon, Celine, Maidment, Andrew D. A., Kontos, Despina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8582675/
https://www.ncbi.nlm.nih.gov/pubmed/34771660
http://dx.doi.org/10.3390/cancers13215497