Cannon has conducted research in the field of mammalian thermogenesis. Her research portfolio includes 185 original articles, as well as 125 invited review articles and book chapters. Notably, she authored a fundamental review on brown adipose tissue function in Physiological Reviews and a paradigm-changing review article for the American Journal of Physiology where she presented findings from radiology literature suggesting the existence of brown adipose tissue in adult humans.