Radiomics: Extracting More Information From Medical Images Using Advanced Feature Analysis

Eur J Cancer. 2012 Jan 16;[Epub Ahead of Print], P Lambin E Rios-Velazquez, R Leijenaar, H Aerts, et al

Abstract

Abstract

Solid cancers are spatially and temporally heterogeneous. This limits the use of invasive biopsy based molecular assays but gives huge potential for medical imaging, which has the ability to capture intra-tumoural heterogeneity in a non-invasive way. During the past decades, medical imaging innovations with new hardware, new imaging agents and standardised protocols, allows the field to move towards quantitative imaging. Therefore, also the development of automated and reproducible analysis methodologies...

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