Materials engineering, radiation science, and medicine are converging to enable the next generation of imaging, therapy, and radiation protection technologies. This talk introduces a vision for a Penn State initiative in medical physics to unite interdisciplinary research and education in this rapidly evolving field. We will discuss potential ways to engage researchers across engineering, physics, life sciences, and medicine to build a collaborative ecosystem for innovation in medical physics, radiation technologies, and education.