A review of self-supervised imaging phenotypes for genome-wide association studies

Large-scale biobanks combining imaging and genomic data have advanced genome-wide association studies (GWAS) to link genetic variants with organ structure and function. Early candidate-gene studies faced replication issues, leading to large-scale, population-level biobanks like UK Biobank enabling robust imaging-genetic discoveries across multiple organs.