Methodology in Radiomics

The reference Methodology in Radiomics, 1st Edition, offers step-by-step guidance for implementing each stage of the radiomic pipeline and designing radiomic studies. Created to support practicing clinicians, mainly radiologists, imaging scientists, and informatics researchers, this volume establishes a structured framework for quantitative research across academic and medical environments.

Coverage begins with the historical background and fundamental principles of radiomics before addressing data sourcing protocols. The text details procedures ranging from initial image acquisition through precise image segmentation. From there, the material advances through analytical procedures, progressing systematically from statistical principles to machine learning algorithms and formal model validation.

As a defining feature, the reference explores advanced analytical concepts, including deep radiomics and multiomics breakthroughs. It further addresses methodologies for deriving actionable knowledge by integrating radiomic features with clinical data to support medical professionals in organizing quantitative research projects.