A natural language processing and deep learning approach to identify child abuse from pediatric electronic medical records.
Annapragada Akshaya V, Donaruma-Kwoh Marcella M, Annapragada Ananth V, +1 more·PloS one
Child physical abuse is a leading cause of traumatic injury and death in children. In 2017, child abuse was responsible for 1688 fatalities in the United States, of 3.5 million children referred to Child Protection Services and 674,000 substantiated victims. While large referral hospitals maintain teams trained in Chil…