Ontology highlight
ABSTRACT:
SUBMITTER: van Griethuysen JJM
PROVIDER: S-EPMC5672828 | biostudies-literature | 2017 Nov
REPOSITORIES: biostudies-literature
van Griethuysen Joost J M JJM Fedorov Andriy A Parmar Chintan C Hosny Ahmed A Aucoin Nicole N Narayan Vivek V Beets-Tan Regina G H RGH Fillion-Robin Jean-Christophe JC Pieper Steve S Aerts Hugo J W L HJWL
Cancer research 20171101 21
Radiomics aims to quantify phenotypic characteristics on medical imaging through the use of automated algorithms. Radiomic artificial intelligence (AI) technology, either based on engineered hard-coded algorithms or deep learning methods, can be used to develop noninvasive imaging-based biomarkers. However, lack of standardized algorithm definitions and image processing severely hampers reproducibility and comparability of results. To address this issue, we developed <i>PyRadiomics</i>, a flexib ...[more]