Dr. Gilbuena completed her medical education at the University of the Philippines - College of Medicine. She graduated from General Surgery residency training from Manila Doctors Hospital and further continued her training via a fellowship program in Head and Neck Surgery at Philippine General Hospital. She is a Diplomate of the Philippine Board of Surgery, an Associate Fellow of the Surgical Oncology Society of the Philippines, and a Fellow of the Philippine Academy for Head and Neck Surgery, Inc.