Radiology

Pure mathematics

Mathematics

Imaging biomarker

Wireless

Operating system

Image (mathematics)

Data mining

Magnetic resonance imaging

Benchmark (surveying)

Artificial intelligence

Throughput

Geography

Chemistry

Standardization

Medical physics

Radiomics

Computer science

Cartography

Biomarker

Field (mathematics)

Biochemistry

Medicine

Telecommunications

Image processing

The image biomarker standardisation initiative (IBSI) is an independent international collaboration which works towards standardising the extraction of image biomarkers from acquired imaging for 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 a major challenge for the field. Part of this challenge lies in the scantiness of consensus-based guidelines and definitions for the process of translating acquired imaging into high-throughput image biomarkers. The IBSI therefore seeks to provide image biomarker nomenclature and definitions, benchmark data sets, and benchmark values to verify image processing and image biomarker calculations, as well as reporting guidelines, for high-throughput image analysis.

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping