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An intelligent electronic-textile system with adaptive sweat-regulation for continuous exercise-induced fatigue monitoring.

Overview

Authors: Jing Wu1, Jingying Yang1,2, Qisijing Liu1, Pixian Zhang1,2, Bowen Zheng1, Linyuan Liu1, Tingtao An1,2, Hao Wang1,2, Fupei Xu1, Yudi Shen1, Shuo Wang1
  1. Research Institute of Public Health, School of Medicine, Nankai University, Tianjin, China
  2. State Key Laboratory of Food Nutrition and Safety, Tianjin University of Science and Technology, Tianjin, China
Journal: Nature communications, volume 17, issue 1, article 9244
Dates: received 5 November 2025; accepted 21 July 2026; published online 30 July 2026
Type: Research article · Language: English
License: CC BY-NC-ND
Identifiers: DOI 10.1038/s41467-026-76168-1 · PMID 42669704 · PMCID PMC13526802 · OpenAlex W7171877000
Open access: gold, a free copy (OpenAlex)
Status: code found, not verified yet
Categories: other (modality), human (organism)
Methods: Spectral & time-frequency, Statistics, Machine learning, Preprocessing, Physiology & signal measures
Keywords: Electrical and electronic engineering, Biotechnology
MeSH: Exercise*, Fatigue*, Sweat*, Sweating*, Textiles*, Wearable Electronic Devices*, Adult, Artificial Intelligence, Female, Humans, Monitoring, Physiologic (* major topic)
Topic: Advanced Sensor and Energy Harvesting Materials (Biomedical Engineering, Engineering), according to OpenAlex
Funding: National Natural Science Foundation of China (National Science Foundation of China) (32302201)
Citations: not cited yet (Europe PMC); 45 references in the paper

Abstract

The abstract is not reproduced here: the paper's license (CC BY-NC-ND) does not allow it. Read it in the paper, at the publisher or on Europe PMC.

Code

No file of the authors' code could be read here: it is described below, and read at its source.

codeocean:3876255

License: none: the authors keep all their rights
State: cannot be verified, verified on 27 September 2026
Evidence: found in the paper
Software Heritage: not checked
Found in: “Code availability”
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 27 September 2026: cannot be verified
  • 27 September 2026: cannot be verified
At the source:

Code availability statement

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  • it points to the authors' code: codeocean:3876255

Read it in the paper: doi.org/10.1038/s41467-026-76168-1.

Tracing map

Proposed by the machine: these links were found in the paper and verified at the source, without human review. The map will receive a Zenodo DOI once one of the paper's authors has validated it with their ORCID.

What the map holds:

  • 1 repository of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
  • 0 scripts, each with its path and the digest of its content;
  • no match between paragraphs and code yet;
  • neither the text of the paper nor the code itself.

Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.

Data

Datasets cited

Data availability statement

The paper has a data availability statement. Its license (CC BY-NC-ND) does not allow reproducing it here; in short, from what the harvester recognized in it:

Read it in the paper: doi.org/10.1038/s41467-026-76168-1.

Versions

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Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 11 authors, 2 keywords, 11 MeSH terms, 1 funder, 38 references.

Cite

This paper

Wu, J., Yang, J., Liu, Q., Zhang, P., Zheng, B., Liu, L., An, T., Wang, H., Xu, F., Shen, Y., & Wang, S. (2026). An intelligent electronic-textile system with adaptive sweat-regulation for continuous exercise-induced fatigue monitoring. Nature communications, 17(1), 9244. https://doi.org/10.1038/s41467-026-76168-1

BibTeX

@article{wu2026intelligent,
author = {Wu, Jing and Yang, Jingying and Liu, Qisijing and Zhang, Pixian and Zheng, Bowen and Liu, Linyuan and An, Tingtao and Wang, Hao and Xu, Fupei and Shen, Yudi and Wang, Shuo},
title = {{An intelligent electronic-textile system with adaptive sweat-regulation for continuous exercise-induced fatigue monitoring}},
journal = {Nature communications},
year = {2026},
month = jul,
volume = {17},
number = {1},
pages = {9244},
publisher = {Nature Publishing Group},
issn = {2041-1723},
doi = {10.1038/s41467-026-76168-1},
url = {https://doi.org/10.1038/s41467-026-76168-1},
pmid = {42669704},
pmcid = {PMC13526802}
}

RIS

TY - JOUR
AU - Wu, Jing
AU - Yang, Jingying
AU - Liu, Qisijing
AU - Zhang, Pixian
AU - Zheng, Bowen
AU - Liu, Linyuan
AU - An, Tingtao
AU - Wang, Hao
AU - Xu, Fupei
AU - Shen, Yudi
AU - Wang, Shuo
TI - An intelligent electronic-textile system with adaptive sweat-regulation for continuous exercise-induced fatigue monitoring
T2 - Nature communications
J2 - Nat Commun
PY - 2026
DA - 2026/07/30
VL - 17
IS - 1
SP - 9244
SN - 2041-1723
PB - Nature Publishing Group
DO - 10.1038/s41467-026-76168-1
UR - https://doi.org/10.1038/s41467-026-76168-1
LA - en
ER -

CSL-JSON

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