A biomarker is any medical sign or characteristics that objectively measure a normal or pathological process or a response to treatment.

Biomarkers have moved to center stage as the role of the radiologists has changed, from diagnostic consultant to diagnosis provider. Imaging and laboratory results now drive medical care. For monitoring treatment follow up, image analysis parameters (imaging texture, genomics, radiomics and all additional data) are of outmost importance.