Research is being conducted on designing health detection machines and other technology with age-friendly features, focusing on user requirements and needs. Various approaches are being explored, including user-centric design, non-parametric estimation, and artificial intelligence. The goal of these efforts appears to be improving the health and well-being of aging populations through accessible and adaptive technology.