Radiomics in neuro-oncology: Basics, workflow, and applications

•Radiomics is increasingly used and evaluated in patients with brain tumors.•Radiomics extracts additional information from routinely acquired imaging data.•Generated models allow prediction of, e.g., treatment response or molecular markers.•Radiomics adds important diagnostic information to highly relevant clinical questions.