Research, clinical applications, and platform thinking from the Sensor Bio team.
What low HRV actually means, the conditions that drive it, when to seek medical evaluation, and the evidence-based interventions that move the needle.
A six-criteria framework for clinic operators evaluating remote patient monitoring vendors. Covers signal quality, EHR integration, adherence, billing, workflow fit, and total cost of ownership.
HRV vs resting heart rate: learn what each metric means, when they diverge, and why using both gives a clearer recovery picture.
Learn how to improve heart rate variability using evidence-backed levers like sleep, training load, stress regulation, and alcohol reduction.
How musculoskeletal clinics can launch an RTM workflow in 60 days, with current code logic, documentation rules, FDA guardrails, and month-end billing discipline.
<p>Why PPG waveform quality determines wearable metric validity: a validation checklist, common failure modes (motion, perfusion, skin tone), and product rules for abstention and reporting.</p>
A technical comparison of PPG, ECG, and pulse oximetry, with a focus on signal origin, physiological meaning, timing differences, failure modes, and deployment fit.
A technical guide to wearable PPG system design, covering the optical stack, wavelength and placement tradeoffs, motion artifact, contact mechanics, signal quality logic, and validation reality.
A technical overview of photoplethysmography, including signal formation, AC and DC components, optical geometry, derived features, and the real-world limits that shape performance.
What remote therapeutic monitoring is, how it differs from RPM, which CPT codes apply, and what Medicare requires before you bill. Updated for 2026.
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