Medical technology innovations are advancing airway management with robotic intubation systems and AI-powered anatomical recognition, promising improvements in accuracy and patient safety during critical procedures. In biomechanics, deep learning models integrating knee alignment data significantly enhance predictions of ground reaction forces during walking, enabling personalized diagnostics and rehabilitation approaches. These technologies reflect the increasing role of AI and machine learning in clinical care, from surgical assistance to wearable sensor analytics.