For biophysics research with medical applications, a solid foundation in undergraduate physics is typically sufficient for entry into medical physics graduate programs. Supplementing this education with electives in biology, anatomy, programming, and numerical methods is beneficial. Biophysics encompasses a broad range of research areas, from the technological aspects of medical imaging to theoretical modeling of biological phenomena. Key mathematical skills include statistical mechanics and thermodynamics, which are crucial for understanding physical processes at the molecular level. Additionally, familiarity with computational methods for data analysis is increasingly important, especially given the advancements in biological monitoring techniques. While medical physics may not be highly math-intensive, a strong grasp of statistics and principles related to imaging techniques like NMR/MRI is essential for those pursuing this path.