文档文献名称 与 第一作者：
Image biomarker standardisation initiative
内容简介：
The image biomarker standardisation initiative (IBSI) is an independent international collaboration which works towards standardising the extraction of image biomarkers from acquired imagingfor the purpose of high-throughput quantitative image analysis (radiomics). Lack of reproducibility and validation of high-throughput quantitative image analysis studies is considered to be amajor challenge for the field 31,38,84 . Part of this challenge lies in the scantiness of consensus-basedguidelines and definitions for the process of translating acquired imaging into high-throughputimage biomarkers. The IBSI therefore seeks to provide image biomarker nomenclature and definitions, benchmark data sets, and benchmark values to verify image processing and image biomarkercalculations, as well as reporting guidelines, for high-throughput image analysis.
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