A device is provided to be placed on a subject which records video using at least two video cameras positioned to record stereoscopic image pair, as well as other physiological and/or environmental data including, for example, oxygen saturation, heart rate, and environmental factors such as physical location, temperature, and humidity. Electronic systems, devices and methods are provided to accurately record and analyze food intake and physical activity in a subject. Electronic systems, devices and methods are provided to accurately record and analyze food intake and physical activity in a subject.
This mobile-friendly, web-based platform offers a comprehensive approach to managing type 2 diabetes through seamless integration of real-time continuous glucose monitoring data and activity tracking information with self-reported medication adherence and health behaviors. The platform features interactive visualizations that allow users to easily interpret their combined data, set personalized behavioral goals, and craft detailed action plans based on insights drawn from their health trends. By bridging the gap between data collection and actionable insights, this system empowers patients to better understand relationships between their daily behaviors and health outcomes.