X-ray and infrared imaging played a significant role in studying the Mona Lisa by allowing art historians and conservationists to see beneath the surface of the painting. These imaging techniques have helped reveal underlying sketches, changes made by the artist, and insights into the materials used, providing valuable information about the painting's creation and history.