Born in Kent, the eldest of six children, Woodward was educated in Bromley before studying medicine at the London School of Medicine for Women. After gaining her membership of the RCP in 1909, she continued posts at the Royal Free Hospital, including assistant pathologist. In 1915, she became a Fellow of the Royal Society of Medicine.