The importance of feature aggregation in radiomics: a head and neck cancer study

In standard radiomics studies the features extracted from clinical images are mostly quantified with simple statistics such as the average or variance per Region of Interest (ROI). Such approaches may smooth out any intra-region heterogeneity and thus hide some tumor aggressiveness that may hamper p...

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Detalles Bibliográficos
Autores principales: Fontaine, Pierre, Acosta, Oscar, Castelli, Joël, De Crevoisier, Renaud, Müller, Henning, Depeursinge, Adrien
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7661538/
https://www.ncbi.nlm.nih.gov/pubmed/33184313
http://dx.doi.org/10.1038/s41598-020-76310-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7661538/
https://www.ncbi.nlm.nih.gov/pubmed/33184313
http://dx.doi.org/10.1038/s41598-020-76310-z

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