生物材料是指专门为与生物系统相互作用而设计和制造的材料，应用于组织工程和再生医学等领域。这些生物材料具有特定的物理、化学和生物特性，具有良好的生物相容性。在再生医学领域，人工智能正以“新武器”之姿为生物材料研发注入精准化动能，成为推动精准医疗的关键力量。本综述系统探讨了人工智能在生物材料设计、降解及再生医学应用中发挥的作用。

Biological materials are specially designed and manufactured for the interaction with biological system, applied in medicine, tissue engineering and regenerative medicine. These biomaterials possess specific physical, chemical, and biological properties with excellent biocompatibility. In the field of regenerative medicine, artificial intelligence (AI) is emerging as a new frontier by injecting precision-driven momentum into material development, becoming a pivotal force in advancing precision healthcare. This review systematically explores the role of AI throughout the entire lifecycle of biomaterial design, degradation, and application.