An inorganic-organic composite medical material has a two-phase co-continuous structure constituted by an inorganic material comprising continuous holes, and an organic polymer filling the continuousholes. The average diameter of the continuous holes is 1 nm to 100 nm. The specific surface area of the inorganic material is 100 m2/g or less.