Described are reinforced, load-bearing medical implants and methods for preparing and using them. In one aspect a load-bearing orthopedic implant includes a reinforcing polymeric structure including a continuous piece having an internal interconnected porous network. A hardened, calcium-containing material is formed as a non-sintered load-bearing body encompassing the reinforcing structure and filling the internal porous network of the structure.