This issue focuses on pediatric healthcare and telemedicine. It explores machine learning models for remote monitoring, personalized treatment for children, and AI-based medical imaging. Several papers also discuss ethical challenges, data privacy, and transparency. The issue demonstrates how AI can improve healthcare delivery and decision-making in pediatric and remote care environments.