ArticleScience advances2026
Flexible thermal array sensor for imperceptible monitoring of multidimensional vascular dynamics.
Article in Science advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
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The trial behind it
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Who cites it
1 citing paper in PubMed.
- Decision-centered wearable biosensors for personalized rehabilitation: integrating multimodal monitoring, artificial intelligence, and closed-loop intervention.Frontiers in bioengineering and biotechnology · 2026Review
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Authors and funding
3 authors.
Funding
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Abstract
Wearable electronics for monitoring vascular dynamics are crucial in assessing cardiovascular health. However, current vascular sensors hold challenges in limited perceptive dimension and accuracy and poor interface robustness. Here, we report 18-channel flexible thermal array sensor using active thermal penetration sensing principle for imperceptible monitoring of deep and superficial vasculature. Leveraging contact-free thermal penetration and natural piezo-thermic transduction of human skin, the sensor implements spatiotemporal mapping of vascular dynamics with high sensitivity, good-linearity, fast-response, low cross-talk, and excellent interfacial robustness. It enables real-time and in situ measurements of multimodal vascular characteristics including deep arterial pulsation, superficial capillary perfusion, relative blood flow velocity, skin temperature, and continuous blood pressure via data-efficient vascular feature extraction method. Imperceptible and comprehensive cardiovascular dynamics tracking by wearable electronics provides a promising avenue for advancing personal health care and clinic medicine.
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Registered trials
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