Evidence map›Paper›PMID 36684114›Full record

ReviewBioengineering & translational medicine2023

Wearable biosensors for human fatigue diagnosis: A review.

Jingyang Zhang, Mengmeng Chen, Yuan Peng, Shuang Li, Dianpeng Han, Shuyue Ren, Kang Qin, Sen Li, Tie Han, Yu Wang and 1 more

Open access · goldAbstract readReview
In one paragraph

Review in Bioengineering & translational medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
2.9field-weighted citation impact, top 9% of its field
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

11 citing papers in PubMed, 37 citations in OpenAlex.

  1. Review
  2. Research Progress on Nanomaterials in SPR Sensors.Nanomaterials (Basel, Switzerland) · 2025
    Review
  3. Review
  4. Article
  5. Review
  6. Review
  7. Review
  8. Review
  9. Article
  10. Wearable biosensors for human fatigue diagnosis: A review.Bioengineering & translational medicine · 2023
    Review
  11. Review
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

11 authors at 1 institution in 1 country.

Jingyang ZhangTianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food Safety Institute of Environmental and Operational Medicine Tianjin P.R. China.ORCID https://orcid.org/0000-0002-3078-6900
Mengmeng ChenTianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food Safety Institute of Environmental and Operational Medicine Tianjin P.R. China.
Yuan PengTianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food Safety Institute of Environmental and Operational Medicine Tianjin P.R. China.
Shuang LiTianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food Safety Institute of Environmental and Operational Medicine Tianjin P.R. China.
Dianpeng HanTianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food Safety Institute of Environmental and Operational Medicine Tianjin P.R. China.
Shuyue RenTianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food Safety Institute of Environmental and Operational Medicine Tianjin P.R. China.
Kang QinTianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food Safety Institute of Environmental and Operational Medicine Tianjin P.R. China.
Sen LiTianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food Safety Institute of Environmental and Operational Medicine Tianjin P.R. China.
Tie HanTianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food Safety Institute of Environmental and Operational Medicine Tianjin P.R. China.
Yu WangTianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food Safety Institute of Environmental and Operational Medicine Tianjin P.R. China.
Zhixian GaoTianjin Key Laboratory of Risk Assessment and Control Technology for Environment and Food Safety Institute of Environmental and Operational Medicine Tianjin P.R. China.
Tianjin University of Science and Technology · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Fatigue causes deleterious effects to physical and mental health of human being and may cause loss of lives. Therefore, the adverse effects of fatigue on individuals and the society are massive. With the ever-increasing frequency of overtraining among modern military and sports personnel, timely, portable and accurate fatigue diagnosis is essential to avoid fatigue-induced accidents. However, traditional detection methods require complex sample preparation and blood sampling processes, which cannot meet the timeliness and portability of fatigue diagnosis. With the development of flexible materials and biosensing technology, wearable biosensors have attracted increased attention to the researchers. Wearable biosensors collect biomarkers from noninvasive biofluids, such as sweat, saliva, and tears, followed by biosensing with the help of biosensing modules continuously and quantitatively. The detection signal can then be transmitted through wireless communication modules that constitute a method for real-time understanding of abnormality. Recent developments of wearable biosensors are focused on miniaturized wearable electrochemistry and optical biosensors for metabolites detection, of which, few have exhibited satisfactory results in medical diagnosis. However, detection performance limits the wide-range applicability of wearable fatigue diagnosis. In this article, the application of wearable biosensors in fatigue diagnosis has been discussed. In fact, exploration of the composition of different biofluids and their potential toward fatigue diagnosis have been discussed here for the very first time. Moreover, discussions regarding the current bottlenecks in wearable fatigue biosensors and the latest advancements in biochemical reaction and data communication modules have been incorporated herein. Finally, the main challenges and opportunities were discussed for wearable fatigue diagnosis in the future.

Indexed as

fatigue diagnosisreal‐time monitoringsensing moduleswearable biosensors

Identifiers

PMID36684114
PMCPMC9842037
OpenAlexW4280540038

What OpenQuestion holds

Textmetadata
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.