Synonyms for Biconvex (same or very similar meaning)
WordNet sense 1 (convex on both sides; shaped like a lentil):
convexo-convex, lenticular, lentiformWordNet sense 2 (curving or bulging outward):
convex, bulgingFrom the ODE community, based on WordNetadd/edit