Evidence map›Paper›PMID 42187456›Full record

ArticleBiosensors2026

A Flexible Triboelectric-Based Sensor for Seismocardiography Monitoring.

Changke Wang, Yingjie He, Haojie Peng, Haijun Luo, Xue Wang

Abstract read
In one paragraph

Article in Biosensors, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Changke WangCollege of Physics and Optoelectronic Engineering, Chongqing Normal University, Chongqing 401331, China.
Yingjie HeCollege of Physics and Optoelectronic Engineering, Chongqing Normal University, Chongqing 401331, China.
Haojie PengCollege of Physics and Optoelectronic Engineering, Chongqing Normal University, Chongqing 401331, China.
Haijun LuoCollege of Physics and Optoelectronic Engineering, Chongqing Normal University, Chongqing 401331, China.
Xue WangCollege of Physics and Optoelectronic Engineering, Chongqing Normal University, Chongqing 401331, China.

Funding

the Science and Technology Research Program of Chongqing Municipal Education Commission; the Natural Science Foundation of Chongqing; Dr. Scientific Research Fund of Chongqing Normal University (Grant No. KJQN202400560, KJQN20250053);(Grant No. CSTB2024NSCQ-MSX0888); (23XLB014)
6 · The paper itself

Abstract

Seismocardiography (SCG) is a promising noninvasive modality for cardiovascular monitoring. By capturing subtle chest wall vibrations induced by the mechanical pumping activity of the heart at the body surface, SCG is of considerable value for blood pressure-related cardiovascular risk assessment and cardiac function monitoring. However, continuous SCG monitoring in daily life settings still relies predominantly on rigid accelerometers, and reports on flexible acquisition systems remain scarce. This is mainly because SCG signals are characterized by low frequency, low amplitude, and high sensitivity to the sensor-skin interface, requiring the sensor to achieve stable, high-fidelity acquisition of weak chest wall mechanical vibrations while maintaining conformal contact and wearing comfort. To address this challenge, this study proposes a flexible pressure sensor based on the triboelectric effect. The sensor adopts a single-electrode contact-separation structure and is composed of a polymer material capable of achieving a high negative charge density and a nickel foil electrode. The sensor exhibits a sensitivity of 3.76 V/N within a small force range of 0-200 mN, shows good frequency response over the 0.5-25 Hz band, and maintains stable output after approximately 5300 cycles. The sensor was attached to the lower-middle segment of the sternum to capture weak vibration signals generated by cardiac mechanical activity and transmitted through the chest wall, thereby enabling continuous SCG monitoring. This study presents a feasible approach for flexible SCG acquisition in daily life scenarios and provides experimental evidence supporting the application of flexible sensors in home-based health monitoring.

Indexed as

Biosensing TechniquesElectrodesHumansMonitoring, PhysiologicVibrationflexible pressure sensorSCGtriboelectric nanogenerator

Identifiers

PMID42187456
PMCPMC13204470

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Registered trials

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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.