High-energy radiation refers to electromagnetic waves or particles with sufficient energy to ionize atoms or molecules, which can cause chemical changes and damage biological tissues. It includes forms like X-rays, gamma rays, and cosmic rays, and is crucial in both medical applications and understanding astrophysical phenomena.