Fig. 1. A schematic representation of the integration of radiomics with clinical data, genomic data, and multi-omics data to construct extremely accurate predictive models.

The diagram depicts a general radiogenomic study procedure. The initial step involves data collection (clinical information, imaging, and genomic data). The datasets are then standardised and subjected to an integrative analysis to describe each radiomic characteristic and discover unique molecular functions.