Dr Yeo attained her Bachelor of Medicine and Bachelor of Surgery degree from the National University of Singapore in 1994. She received training in Chemical Pathology at the Department of Pathology, Singapore General Hospital, and attained her postgraduate degree in Chemical Pathology with the Royal College of Pathologists of Australasia in 2001. Dr Yeo was admitted as a fellow of the Academy of Medicine of Singapore in 2003.