Applications and limitations of radiomics Article Swipe

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radiomics computer science medical physics field (mathematics) radiogenomics personalized medicine precision medicine medical imaging cancer imaging data science artificial intelligence medicine cancer bioinformatics pathology biology mathematics internal medicine pure mathematics

Stephen Yip , Hugo J.W.L. Aerts ·

YOU? · · 2016 · Open Access · · DOI: https://doi.org/10.1088/0031-9155/61/13/r150 · OA: W2409649574

Radiomics is an emerging field in quantitative imaging that uses advanced imaging features to objectively and quantitatively describe tumour phenotypes. Radiomic features have recently drawn considerable interest due to its potential predictive power for treatment outcomes and cancer genetics, which may have important applications in personalized medicine. In this technical review, we describe applications and challenges of the radiomic field. We will review radiomic application areas and technical issues, as well as proper practices for the designs of radiomic studies.