This Collection focuses on the convergence of advanced materials, ultra-low-power circuits, and intelligent computing for next-generation medical electronics. It welcomes research on bio-integrated implants, rapid diagnostic platforms, and AI-enabled systems that bridge laboratory innovation and clinical translation, advancing precise, energy-efficient, and minimally invasive healthcare solutions.