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This video presents a technical overview of the Vivio noninvasive cardiac monitoring system designed to support heart failure diagnosis and assessment using wearable or ambulatory physiological sensing. The device is examined from a biomedical instrumentation and physiology perspective, focusing on how continuous or repeated measurements can characterize cardiac function trends outside of a single in-clinic snapshot. The presentation outlines the sensor hardware and signal acquisition pipeline at a conceptual level, including electrode or optical sensing interfaces (depending on configuration), analog front-end and filtering, sampling and artifact handling, and the workflow for transforming raw signals into clinically relevant features for heart failure assessment. Key topics include the types of physiological data commonly used in noninvasive cardiac monitoring, how these signals relate to changes in volume status and cardiac performance, and how automated analysis and longitudinal tracking can support clinician review. The video also discusses practical considerations such as device placement, wear time, user compliance, motion artifact, and integration into remote monitoring and telemedicine workflows. The content is intended for students, clinicians, and biomedical engineers interested in cardiac monitoring technology, wearable sensors, and diagnostic device design, and is provided solely for educational and informational purposes without diagnostic or treatment recommendations.