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Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

Human cancers exhibit strong phenotypic differences that can be visualized noninvasively by medical imaging. Radiomics refers to the comprehensive quantification of tumour phenotypes by applying a large number of quantitative image features. Here we present a radiomic analysis of 440 features quanti...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Aerts, Hugo J. W. L., Velazquez, Emmanuel Rios, Leijenaar, Ralph T. H., Parmar, Chintan, Grossmann, Patrick, Cavalho, Sara, Bussink, Johan, Monshouwer, René, Haibe-Kains, Benjamin, Rietveld, Derek, Hoebers, Frank, Rietbergen, Michelle M., Leemans, C. René, Dekker, Andre, Quackenbush, John, Gillies, Robert J., Lambin, Philippe
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Pub. Group 2014
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4059926/
https://ncbi.nlm.nih.gov/pubmed/24892406
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/ncomms5006
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