The paper analyzes the Artificial Intelligence (AI) strategies in the field of children's healthcare at home and abroad, expounds the main application scenarios, typical application cases and research progress of AI in children's healthcare from four aspects:machine vision and intelligent image recognition, machine hearing and intelligent speech recognition, machine control and intelligent bionic system, machine cognition and knowledge graph construction, and prospects the future development.