Despite the substantial volume of research and evidence from the field of cardio-oncology, the findings of this scoping review suggest that the recommendations from guidelines have yet to be successfully translated from theory to practice. There is an opportunity, if not necessity, for cardiac rehabilitation to expand to meet the needs of those living with and beyond cancer.