Evidence map›Paper›PMID 41156370›Full record

ReviewMicromachines2025

Recent Progress in Flexible Wearable Sensors for Real-Time Health Monitoring: Materials, Devices, and System Integration.

Jianqun Cheng, Ning Xue, Wenyi Zhou, Boqi Qin, Bocang Qiu, Gang Fang, Xuguang Sun

Abstract readReview
In one paragraph

Review in Micromachines, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Article
  2. Review
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  7. Article
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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

7 authors.

Jianqun ChengSchool of Electronics and Communication Engineering, Quanzhou University of Information Engineering, Quanzhou 362000, China.ORCID 0009-0006-9283-7140
Ning XueSchool of Electronics and Communication Engineering, Quanzhou University of Information Engineering, Quanzhou 362000, China.
Wenyi ZhouSchool of Electronics and Communication Engineering, Quanzhou University of Information Engineering, Quanzhou 362000, China.
Boqi QinSchool of Electronics and Communication Engineering, Quanzhou University of Information Engineering, Quanzhou 362000, China.
Bocang QiuSchool of Electronics and Communication Engineering, Quanzhou University of Information Engineering, Quanzhou 362000, China.
Gang FangSchool of Electronics and Communication Engineering, Quanzhou University of Information Engineering, Quanzhou 362000, China.
Xuguang SunSchool of Electronics and Communication Engineering, Quanzhou University of Information Engineering, Quanzhou 362000, China.

Funding

Fujian Provincial Natural Science Foundation Project 2024J08367
6 · The paper itself

Abstract

Flexible and wearable sensors have emerged as transformative technologies in the field of real-time health monitoring, offering non-invasive, continuous, and personalized healthcare solutions. These devices are designed to conform intimately to the human body, enabling seamless detection of vital physiological and biochemical signals under dynamic conditions. Recent advancements in material science and device engineering have led to the development of sensors with enhanced sensitivity, biocompatibility, and wearability, addressing the growing demand for preventive healthcare and remote patient monitoring. This review provides a comprehensive overview of the progress in flexible wearable sensors, including novel materials, sensor designs, and system integration strategies. It begins by surveying the latest advances in substrate and functional materials and hybrid structures that enable mechanical flexibility, skin conformability, and high sensitivity. The review then examines various sensor mechanisms and their implementation in monitoring vital signs, physical activity, and chronic diseases. Real-world applications are explored in depth, covering scenarios from cardiovascular and respiratory monitoring to motion tracking and rehabilitation support. Despite the significant strides made, challenges related to material robustness, sensor accuracy, and multi-modal integration remain, and this review discusses these challenges alongside potential future directions for enhancing the functionality and adoption of flexible wearable sensor systems.

Indexed as

flexible sensorshealth monitoringwearable devices

Identifiers

PMID41156370
PMCPMC12566203

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.