Article
Somatic Mutations Drive Distinct Imaging Phenotypes in Lung Cancer.
Cancer research - 15 Jul 2017
Rios Velazquez Emmanuel, Parmar Chintan, Liu Ying, Coroller Thibaud P, Cruz Gisele, Stringfield Olya, Ye Zhaoxiang, Makrigiorgos Mike, Fennessy Fiona, Mak Raymond H, Gillies Robert, Quackenbush John, Aerts Hugo J W L
Abstract excerpt
Tumors are characterized by somatic mutations that drive biological processes ultimately reflected in tumor phenotype. With regard to radiographic phenotypes, generally unconnected through present understanding to the presence of specific mutations, artificial intelligence methods can automatically quantify phenotypic characters by using predefined, engineered algorithms or automatic deep-learning methods, a...
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