This document discusses the use of nanomaterials in radiochemical separations for biomedical applications. It summarizes the development of four radiochemical separation systems/generators using nanomaterials: 1) 99Mo/99mTc generator for SPECT imaging, 2) 68Ge/68Ga generator for PET imaging, 3) 188W/188Re generator for therapy, and 4) 77Ge/77As generator. The nanomaterial-based generators demonstrated excellent separation yields and purity of daughter radionuclides, as well as consistent performance throughout shelf-life. This novel approach overcomes limitations of conventional generators and establishes protocols for global acceptance of new radiochemical separation systems.