Radiomics: the process and the challenges

V Kumar, Y Gu, S Basu, A Berglund, SA Eschrich… - Magnetic resonance …, 2012 - Elsevier
“Radiomics” refers to the extraction and analysis of large amounts of advanced quantitative
imaging features with high throughput from medical images obtained with computed
tomography, positron emission tomography or magnetic resonance imaging. Importantly,
these data are designed to be extracted from standard-of-care images, leading to a very
large potential subject pool. Radiomics data are in a mineable form that can be used to build
descriptive and predictive models relating image features to phenotypes or gene–protein …