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...

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Bibliographic Details
Main Authors: 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: Online
Language:English
Published: Nature Pub. Group 2014
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4059926/