Lee Choo Neo was the first female doctor to practice in Singapore. Her father, Lee Hoon Leong, was a merchant. Her mother was her father's second wife, Mak Hup Sin. Lee Choo Neo was also the aunt of Lee Kuan Yew, Singapore's first Prime Minister; his father was her half-brother Lee Chin Koon.