Ultrasound HMI Parameter-Efficient AI for Ultrasound Human-Machine Interfaces: Driving Intuitive Interactions Explore how parameter-efficient deep learning, combined with ultrasound technology, is revolutionizing Human-Machine Interfaces (HMIs) for more intuitive and precise control, particularly for assistive technologies.