High energy X-rays are a form of ionizing radiation used in the treatment of cancer. These X-rays have a higher energy level compared to diagnostic X-rays and can penetrate deeper into body tissues. They are a crucial component of radiation therapy, which is a common modality for treating various types of cancer.