ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026
A Wearable System Featuring Biomimetic Spatially Distributed Iontronic Sensing Array for Dynamic Monitoring of Deep Tissue Modulus.
Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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Who cites it
2 citing papers in PubMed.
- A highly sensitive and drift-free iontronic sensor enabled by a polarity-balanced polyelectrolyte for surgical force sensing.Science advances · 2026Article
- A Wearable System Featuring Biomimetic Spatially Distributed Iontronic Sensing Array for Dynamic Monitoring of Deep Tissue Modulus.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
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Authors and funding
13 authors.
Funding
Abstract
Assessing soft tissue hardness is critical for disease diagnosis and motion monitoring. However, existing technologies are confined to skin-level and quasi-static measurements, leaving the dynamic behavior of deeper tissues, such as muscle, inaccessible. This study introduces a wearable system that enables dynamic monitoring of Young's modulus in multilayer tissues containing deep muscle (DMYD). Inspired by the spatial encoding strategy of human mechanoreceptors, DMYD integrates spatially distributed, high-resolution, low-detection-limit iontronic sensing arrays with a load sensor to continuously capture the contact radius and contact force between a hemispherical indenter and the tissue, allowing real-time and accurate modulus estimation based on Hertz contact theory. A simulation-informed indentation strategy optimizes the accuracy of measurements in deep, multilayer tissues while minimizing wearing discomfort. In vitro experiments demonstrate that DMYD achieves high accuracy (>93%), supports dynamic operation, and remains robust to signal drift, sweat, and mechanical fatigue. In postoperative patients, its measurements correlate strongly with clinical edema indicators, while in healthy users, it tracks task-dependent muscle hardness dynamics during rest, loaded elbow flexion, rope skipping, and stretching. Collectively, these results highlight DMYD as a promising platform for personalized and home-based disease management, performance evaluation, injury-risk warning, and training strategy optimization.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.