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Tissue-specific and interpretable sub-segmentation of whole tumour burden on CT images by unsupervised fuzzy clustering

BACKGROUND: Cancer typically exhibits genotypic and phenotypic heterogeneity, which can have prognostic significance and influence therapy response. Computed Tomography (CT)-based radiomic approaches calculate quantitative features of tumour heterogeneity at a mesoscopic level, regardless of macrosc...

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Detalhes bibliográficos
Publicado no:Comput Biol Med
Main Authors: Rundo, Leonardo, Beer, Lucian, Ursprung, Stephan, Martin-Gonzalez, Paula, Markowetz, Florian, Brenton, James D., Crispin-Ortuzar, Mireia, Sala, Evis, Woitek, Ramona
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7248575/
https://ncbi.nlm.nih.gov/pubmed/32421652
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.compbiomed.2020.103751
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