Genomic epidemiology combines traditional epidemiological methods with genomic data to understand the genetic factors that contribute to disease. By analyzing the genomes of pathogens and hosts, researchers can track the evolution and spread of diseases at a molecular level. This approach has been particularly useful in the study of infectious diseases like COVID-19, where genomic sequencing has helped identify variants and their transmission routes.