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Apparatus and instruments for remote health assessment and physiological measurement, namely, a digital medical scanning system comprised of thermal imaging sensors for body temperature measurement, infrared pulse oximetry sensors for measuring heart rate and blood oxygen, AI-enabled software for analysis of physiological parameters, radar sensors for distance assessment and compensation, embedded software, computer hardware, computer memory, and liquid crystal display, all sold together as a unit; AI-enabled device for remote biometric and anthropometric assessment for medical diagnostic and triage purposes; System comprised of multispectral vision sensors, distance measuring radar, thermal imaging sensors, infrared pulse oximetry sensors, onboard digital display, computer hardware and embedded software sold as a unit for remote biometric and anthropometric assessment; Device comprised of hardware and embedded software for non-invasive biometric and anthropometric assessment, namely, estimation of age, gender, height and weight of remote subjects; Remote health assessment device comprised of embedded computer software and hardware for AI-enabled facial keypoint detection and real time video analysis of body temperature, heart rate, and blood oxygen levels for medical diagnostic and triage purposes, all sold as a unit; Downloadable computer software for mobile devices, namely, application software for receiving, displaying, and organizing physiological and biometric data from a remote security health assessment device