The DOI matches its Crossref record; 52 of the 52 references it cites were found in a registry or an index.
Multifunctional Wearable System that Integrates Sweat‐Based Sensing and Vital‐Sign Monitoring to Estimate Pre‐/Post‐Exercise Glucose Levels
Abstract
Wearable bioelectronic technologies have made significant progresses in personalized health management through non‐invasive monitoring of health indicators. However, current wearable systems cannot measure biochemical information and physiological signals simultaneously, which limits integrated data analysis and their widespread clinical applications. Here, an integrated multifunctional wearable health management system composed of a disposable sweat‐based glucose sensing strip and a wearable smart band is reported. The integrated system with control software electrochemically analyzes sweat glucose levels and continuously monitors vital signs (i.e., heart rate, blood oxygen saturation level, and physical activity). Different sweat collecting sites and sweat generation methods are tested in short‐ and long‐term studies with multiple human subjects by using the developed wearable system, leading to optimized protocols for health monitoring. By combining sweat glucose data and physiological monitoring data, pre‐ and post‐exercise blood glucose levels and blood glucose changes resulting from physical activities are reliably estimated, providing key information for preventing hypoglycemic shock during intense exercise. The integrated wearable system offers a novel comprehensive personalized health management strategy through combined analysis of key metabolic and physiological health indicators.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Preliminary or small-scale correlation studies have shown promising applications for other analytes such as metabolites and certain neuroimmune biomarkers present in sweat (3, 27–29, 36), including a recent work that shows how exercise sweat glucose of three healthy subjects roughly tracks their blood glucose, making a preliminary case for semiquantitative glucose prediction (29).”
From Regional and correlative sweat analysis using high-throughput microfluidic sensing patches toward decoding sweat (2019) · cites this paper as [28]
Citations
Cites
STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT
Martin Bland, J., & Altman, D. (1986) · The Lancet · doi:10.1016/s0140-6736(86)90837-8 · Cited by 47,965
Fully integrated wearable sensor arrays for multiplexed in situ perspiration analysis
Gao, W., Emaminejad, S., Nyein, H. Y. Y., Challa, S., Chen, K., Peck, A., Fahad, H. M., Ota, H., Shiraki, H., Kiriya, D., et al. (2016) · Nature · doi:10.1038/nature16521 · Cited by 5,087
Schwartz, G., Tee, B. C.-K., Mei, J., Appleton, A. L., Kim, D. H., Wang, H., & Bao, Z. (2013) · Nature Communications · doi:10.1038/ncomms2832 · Cited by 2,042
Self-citationHeart-rate Recovery Immediately After Exercise as a Predictor of Mortality
Cole, C. R., Blackstone, E. H., Pashkow, F. J., Snader, C. E., & Lauer, M. S. (1999) · New England Journal of Medicine · doi:10.1056/nejm199910283411804 · Cited by 1,935
Lee, H., Choi, T. K., Lee, Y. B., Cho, H. R., Ghaffari, R., Wang, L., Choi, H. J., Chung, T. D., Lu, N., Hyeon, T., et al. (2016) · Nature Nanotechnology · doi:10.1038/nnano.2016.38 · Cited by 1,802
Self-citationBariya, M., Nyein, H. Y. Y., & Javey, A. (2018) · Nature Electronics · doi:10.1038/s41928-018-0043-y · Cited by 1,486
Multifunctional wearable devices for diagnosis and therapy of movement disorders
Son, D., Lee, J., Qiao, S., Ghaffari, R., Kim, J., Lee, J. E., Song, C., Kim, S. J., Lee, D. J., Jun, S. W., et al. (2014) · Nature Nanotechnology · doi:10.1038/nnano.2014.38 · Cited by 1,462
Self-citationAchten, J., & Jeukendrup, A. E. (2003) · Sports Medicine · doi:10.2165/00007256-200333070-00004 · Cited by 1,286
Flexible organic transistors and circuits with extreme bending stability
Sekitani, T., Zschieschang, U., Klauk, H., & Someya, T. (2010) · Nature Materials · doi:10.1038/nmat2896 · Cited by 1,253
Lee, H., Song, C., Hong, Y. S., Kim, M., Cho, H. R., Kang, T., Shin, K., Choi, S. H., Hyeon, T., & Kim, D.-H. (2017) · Science Advances · doi:10.1126/sciadv.1601314 · Cited by 1,118
Self-citation
Research works printed but not linked: 2
- Choi S., 2018, Nat. Nanotechnol.
- Jette M., 1979, J. Sports Med. Phys. Fitness, 19, 33
Cited by
Sorted by citations
Items 201–229 of 229
Bokhari, S. F. H., Waseem, A. B., Raza, H., Iqbal, A., Javaid, S., Idrees, B., Saad, K. A. D., Bakht, D., & Dost, W. (2025) · World Journal of Cardiology · doi:10.4330/wjc.v17.i7.106841 · Cited by 5
Li, Q., Dai, K., Zhang, W., Wang, X., You, Z., & Zhang, H. (2022) · Digital Signal Processing · doi:10.1016/j.dsp.2022.103570 · Cited by 5
A Novel Personalized Strategy for Hip Joint Flexion Assistance Based on Human Physiological State
Wu, B. X., Chen, C., Wang, S., Chen, H., Wang, Z., Liu, Y., He, T., Zhang, J., & Wu, X. (2024) · Biosensors · doi:10.3390/bios14090418 · Cited by 3
Yao, R., Xu, X., Zhang, Y., Zhang, J., Wang, W., Li, W., & Chen, M. (2024) · Advanced Engineering Materials · doi:10.1002/adem.202400648 · Cited by 3
Smart Medical Devices and Wearable Health Technologies
Jayachitra, S. (2025) · Advances in medical technologies and clinical practice book series · doi:10.4018/979-8-3373-0690-2.ch010 · Cited by 1
Zhang, Y., Zhong, B., Yuan, Y., Xu, K., Yu, Y., Lou, Z., & Wang, L. (2026) · Advanced Materials Technologies · doi:10.1002/admt.202502662 · Cited by 2
Dokur, E., Gorduk, O., Gördük, S., & Şahin, Y. (2026) · Journal of The Electrochemical Society · doi:10.1149/1945-7111/ae6d39 · Cited by 1
Sulthana, S. F., Iqbal, U. M., Sreeja, B. S., & Anbazhagan, R. (2026) · Biosensors · doi:10.3390/bios16080410 · Cited by 1
Skin safety test in electrowetting application: a preliminary study
D’Alvia, L., Pelssers, E., Moonen, E. J. M., Prete, Z. D., Apa, L., & den Toonder, J. M. J. (2023) · IEEE International Symposium on Medical Measurements and Applications (MeMeA) · doi:10.1109/memea57477.2023.10171869 · Cited by 1
Lei, K., & Wang, K. (2024) · Analytical Letters · doi:10.1080/00032719.2024.2310624 · Cited by 1
Wearable Devices for Monitoring Vital Rhythm and Earlier Disease Diagnosis of Treatment
Sultana, I., Farhin, F., & Zohora, F. T. (2022) · Studies in Rhythm Engineering · doi:10.1007/978-981-19-4189-4_8 · Cited by 1
Zhang, J., Ge, F., Tan, J., Yin, Y., & Wang, C. (2021) · Research Square · doi:10.21203/rs.3.rs-889278/v1 · Cited by 1
Flexible and Wearable Strain/Pressure Sensors
Adepu, V., Bokka, N., Selamneni, V., Paramasivan, T. G., & Sahatiya, P. (2023) · Elsevier eBooks · doi:10.1016/b978-0-12-819728-8.00129-7 · Cited by 1
Wearable Sensors for In Situ Biofluid Analysis
Shi, Z., Dai, C., Fang, F., Shuai, Y., Xiong, C., & Liu, Q. (2024) · Wiley eBooks · doi:10.1002/9783527841080.ch7 · Cited by 1
Cao, M. (2019) · University of Minnesota Digital Conservancy (University of Minnesota)
Legner, C. M. (2020) · Iowa State University Digital Repository (Iowa State University) · doi:10.31274/etd-20210114-80
Nagamine, K., Sekine, T., & Tokito, S. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-822548-6.00077-7
Design of a perceptron model-based physical fitness index monitoring system for sports training
Li, W. (2023) · Applied Mathematics and Nonlinear Sciences · doi:10.2478/amns.2023.2.00034
Trends and emerging opportunities for smart wearables
Lee, J. (2024) · Elsevier eBooks · doi:10.1016/b978-0-323-99147-6.00005-3
Skin-derived biofluid sampling for analytical approaches
Sekine, Y., & Oikawa, D. (2024) · Elsevier eBooks · doi:10.1016/b978-0-443-15978-7.00034-5
Sensor-Based Monitoring of Physical Activity for Glucose Management in Diabetic Patients: A Review
Campanella, S., & Palma, L. (2025) · Lecture notes in electrical engineering · doi:10.1007/978-3-031-71518-1_20
Carbon nanotube fiber-based textiles for trace sweat capture and sensing
Zhu, F., & Wang, X. (2025) · Journal of Materials Science Materials in Electronics · doi:10.1007/s10854-025-15483-7
Cala, Y. F., Martínez-García, P. H., & Peralta-Gamboa, D. A. (2025) · Salud Ciencia y Tecnología · doi:10.56294/saludcyt20252378
Introduction to Nano-Bioelectronics for Precision Health Monitoring
Tripathi, A., & Bonilla‐Cruz, J. (2025) · Springer eBooks · doi:10.1007/978-981-95-2117-3_2
Memon, R., Tufani, A., Çelik, S., Niazi, J. H., & Qureshi, A. (2026) · Advanced Materials Technologies · doi:10.1002/admt.70991
Body‐integrated photonic biosensors: Illuminating the path to active healthcare
Gu, J., Wen, X., Yan, Q., ZHAO, Y., Yuan, L., Chen, S., Ma, Y., 方正月, Lei, D., Liu, Y., et al. (2026) · FlexMat. · doi:10.1002/flm2.70098
Chen, C., Liu, Y., Zhang, K., Fan, Q., Luo, T., Peng, S., Wei, L., Yin, Y., He, M., & Yu, J. (2026) · Microchimica Acta · doi:10.1007/s00604-026-08264-4
Wearable Iontophoretic Biosensing: From Active Sampling Principles to Analytical Validation
Ahmed, F., Song, J., Kim, S., Masud, & Kim, J. (2026) · Analytical Chemistry · doi:10.1021/acs.analchem.6c01565
Self-citation
Metadata
- Authors
- Hong, Y. J., Lee, H., Kim, J., Lee, M., Choi, H. J., Hyeon, T., & Kim, D.
- Affiliations
- Seoul National University (KR)
- Corresponding author
- Kim, Dae‐Hyeong
- ORCID
- Venue
- Advanced Functional Materials
- Publisher
- Wiley
- Published
- 2018-10-10
- Volume
- 28
- Issue
- 47
- ISSN
- 1616-301X (ISSN-L)
- 1616-3028
- OpenAlex
- W2895941015
- Cited by
- 229
- References
- 52
- Citations by year
- 2026: 9 · 2025: 23 · 2024: 30 · 2023: 34 · 2022: 37 · 2021: 49 · 2020: 27 · 2019: 19 · 2018: 1
- FWCI
- 9.59
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Advanced Functional Materials (publishedVersion)
- Seoul National University Open Repository (Seoul National University) (submittedVersion)
- Funders
- National Research Foundation of Korea (NRF‐2017H1A2A1043976)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
- Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
- Physical Sciences › Chemistry › Analytical Chemistry › Electrochemical sensors and biosensors
- Keywords
- wearable sensors, vital signs monitoring, exercise-induced hypoglycemia, blood glucose estimation, smart band, heart rate monitoring, oxygen saturation, physical activity monitoring, personalized health management, non-invasive health monitoring
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review