High-energy photons, such as X-rays and gamma rays, are electromagnetic waves with extremely short wavelengths and high frequencies, capable of penetrating most materials. They play a crucial role in medical imaging, cancer treatment, and astrophysical observations, providing insights into both the microscopic and cosmic scales.