Radiomics as a Quantitative Imaging Biomarker: Practical Considerations and the Current Standpoint in Neuro-oncologic Studies

The radiomics pipeline. Part I includes image acquisition, registration and segmentation. Signal intensity normalization is conducted for conventional MR imaging with signal intensity of arbitrary units. Part II includes feature extraction. Part III includes modeling according to the outcomes, with special consideration for high-dimensional dat