About Leanne J. Cha, MD. Leanne J. Cha, MD is a family medicine doctor and primary care doctor who practices at Old Dominion Medical Center, PC located at 6715 Whittier Avenue in Suite 100 in McLean, VA 22101 (Fairfax County). Dr. Leanne J. Cha has 15+ years of experience in family medicine. Education.