Casanova earned his medical degree from the University of Puerto Rico.
Casanova spent several years as a deputy medical examiner for Washington, D.C., where he gained experience with the postmortem examination of sudden infant death syndrome and child abuse, which was when he began publishing extensively on postmortem techniques, including neuronal morphometry immunocytochemistry, neurochemistry, and autoradiography.