Evidence map›Paper›PMID 40539906›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Wireless Soft Athlete Bioelectronics for Monitoring Carbon Dioxide Ventilation and Physiological Performance.

Tae Woog Kang, Ka Ram Kim, Yoon Jae Lee, Hodam Kim, Sung Hoon Lee, Youngjin Kwon, Hoon Yi, Hojoong Kim, Hyeonseok Kim, Alec Harp and 3 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Soft, Flexible, and Stretchable Platforms for Tissue-Interfaced Bioelectronics.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
  3. Article
  4. Article
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

13 authors.

Tae Woog KangGeorge W. Woodruff School of Mechanical Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA.ORCID https://orcid.org/0000-0002-7242-4502
Ka Ram KimGeorge W. Woodruff School of Mechanical Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA.ORCID https://orcid.org/0000-0001-9495-2392
Yoon Jae LeeWearable Intelligent Systems and Healthcare Center (WISH Center), Institute for Matter and Systems, Georgia Institute of Technology, Atlanta, GA, 30332, USA.ORCID https://orcid.org/0000-0002-4159-5966
Hodam KimGeorge W. Woodruff School of Mechanical Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA.ORCID https://orcid.org/0000-0003-0439-6236
Sung Hoon LeeWearable Intelligent Systems and Healthcare Center (WISH Center), Institute for Matter and Systems, Georgia Institute of Technology, Atlanta, GA, 30332, USA.ORCID https://orcid.org/0000-0003-4082-0786
Youngjin KwonGeorge W. Woodruff School of Mechanical Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA.ORCID https://orcid.org/0000-0003-4456-2761
Hoon YiGeorge W. Woodruff School of Mechanical Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA.ORCID https://orcid.org/0000-0003-4951-3168
Hojoong KimGeorge W. Woodruff School of Mechanical Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA.
Hyeonseok KimWearable Intelligent Systems and Healthcare Center (WISH Center), Institute for Matter and Systems, Georgia Institute of Technology, Atlanta, GA, 30332, USA.ORCID https://orcid.org/0000-0003-1706-5030
Alec HarpSchool of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, 30332, USA.ORCID https://orcid.org/0009-0006-7916-3612
Jud ReadyElectro-Optical Systems Laboratory, Georgia Tech Research Institute, Atlanta, GA, 30332, USA.ORCID https://orcid.org/0000-0002-0094-3450
Melinda Millard-StaffordSchool of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, 30332, USA.ORCID https://orcid.org/0000-0003-2944-1494
Woon-Hong YeoGeorge W. Woodruff School of Mechanical Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA.ORCID https://orcid.org/0000-0002-5526-3882

Funding

National Nanotechnology Coordinating Office ECCS-2025462National Science Foundation NRI-2024742
6 · The paper itself

Abstract

Wearable devices have become essential tools for monitoring athletes' health and performance. However, most current devices are primarily designed to track physiological signals and physical indicators, which limits their ability to assess a comprehensive range of health parameters during exercise. Therefore, there is a need for a multimodal wearable platform that can capture diverse exercise-related metrics. Here, a wireless soft athlete bioelectronic system is presented that monitors various physiological signals and metabolites during exercise. This system includes a smart-sensing lip guard that detects ventilated carbon dioxide, osmolality, environmental conditions, and humidity-key indicators of the metabolites expelled from the nose and mouth. Additionally, the cardiac patch complements the lip guard by monitoring multiple signals, such as electrocardiograms, heart rates, temperature, and motion. This integrated system is capable of detecting exercise-induced conditions such as dehydration, hyperventilation, and abnormal heart signals. By combining data from both physiological and environmental factors, the wearable device offers a comprehensive assessment of how external conditions influence an athlete's performance. Evaluating the device with human subjects under varying temperature conditions demonstrates its effectiveness in observing exercise performance, regardless of environmental factors, highlighting its significant potential for enhancing athlete healthcare and performance monitoring.

Indexed as

AthletesAthletic PerformanceCarbon DioxideExerciseWearable Electronic DevicesWireless TechnologyAdultHumansMaleMonitoring, PhysiologicCarbon Dioxideathletic healthcareflexible electronicsphysiological signalsVCO2wearable device

Identifiers

PMID40539906
PMCPMC12442608

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.