7 days ago

How Posture, Activity, HRV data with AI Are Enhancing Heart Function Research _ Next-Gen Research Techniques

🧠 Can AI and Wearables Transform Heart Function Research?
From posture to activity levels, new AI-driven insights reveal how daily movements shape cardiovascular health.

In this episode, we explore how body position, physical activity, and AI-enhanced HRV data are revolutionizing heart function research. Wearable devices now track posture shifts—sitting, standing, lying down—and physical activity levels in real time, allowing researchers to analyze how these factors influence heart rate and autonomic function. Machine learning plays a key role by detecting patterns, predicting recovery trends, and identifying conditions like Postural Orthostatic Tachycardia Syndrome (POTS). Whether it's monitoring athletes' training adaptations or assessing the risks of prolonged sedentary behavior, AI-powered wearables provide continuous, real-world cardiovascular insights like never before.

This content is based on a LinkedIn article from the Next-Gen Research Techniques newsletter. Read the full article here: https://www.linkedin.com/newsletters/next-gen-research-techniques-7173641215651827712/. The voice in this episode is AI-generated.

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This podcast episode is sponsored by Fibion Inc.
Better Sleep, Sedentary Behavior and Physical Activity Research with Less Hassle

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Fibion Flash - A versatile customizable tool with HRV and accelerometry capability.

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Fibion G2 – Validated data on sitting, standing, activity types, energy expenditure, with participant friendly reports.

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Fibion Kids - Activity tracking designed for children.

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Fibion Emfit - Contact free tracking and sleep analysis.

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Fibion Sleep Solutions: https://web.fibion.com/sleep-solutions/
Fibion Sedentary Behavior and Physical Activity Solutions: https://web.fibion.com/sedentary-and-physical-activity-solutions/
Fibion Circadian Rythm Solutions: https://web.fibion.com/circadian-rhythm-solutions/
Fibion Biosignal Measurements Solutions: https://web.fibion.com/fibion-biosignals/

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Explore our Wearables, Experience sampling method (ESM), Sleep, Heart rate variability (HRV), Sedentary Behavior and Physical Activity article collections for insights on related articles.

Refer to our article "Physical Activity and Sedentary Behavior Measurements" for an exploration of active and sedentary lifestyle assessment methods.

Learn about actigraphy in our guide: Exploring Actigraphy in Scientific Research: A Comprehensive Guide.

Gain foundational ESM insights with "Introduction to Experience Sampling Method (ESM)" for a comprehensive overview.

Explore accelerometer use in health research with our article "Measuring Physical Activity and Sedentary Behavior with Accelerometers ".

For an introduction to the fundamental aspects of HRV, consider revisiting our Ultimate Guide to Heart Rate Variability.

How Posture, Activity, HRV data with AI Are Enhancing Heart Function Research _ Next-Gen Research Techniques

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