These sources provide a comprehensive review of AI-driven wearable bioelectronics and their transformative role in modern digital healthcare. The text details how advanced sensors in smartwatches, patches, and textiles monitor vital signs and biochemical markers to facilitate proactive disease detection and personalized treatments. By integrating artificial intelligence with edge computing, these devices can process complex health data locally to provide real-time alerts while enhancing data privacy. The literature also examines the fundamental materials science behind flexible, biocompatible electronics and the innovative energy-harvesting methods required for long-term operation. Finally, the sources address critical ethical, regulatory, and technical challenges, such as algorithmic bias and data security, that must be resolved to ensure global healthcare equity.