Stress Monitoring and Recent Advancements in Wearable Biosensors

Short screening scales to monitor population prevalences and trends in non-specific psychological distress

KESSLER, R. C., ANDREWS, G., COLPE, L. J., HIRIPI, E., MROCZEK, D. K., NORMAND, S.-L. T., WALTERS, E. E., & ZASLAVSKY, A. M. (2002) · Psychological Medicine · doi:10.1017/s0033291702006074 · Cited by 10,327 · see citing works

Stress and Health: Psychological, Behavioral, and Biological Determinants

Schneiderman, N., Ironson, G., & Siegel, S. D. (2005) · Annual Review of Clinical Psychology · doi:10.1146/annurev.clinpsy.1.102803.144141 · Cited by 2,252 · see citing works

Orexin activation counteracts decreases in nonexercise activity thermogenesis (NEAT) caused by high-fat diet

Bunney, P. E., Zink, A. N., Holm, A. A., Billington, C. J., & Kotz, C. M. (2017) · Physiology & Behavior · doi:10.1016/j.physbeh.2017.03.040 · Cited by 2,104 · see citing works

What are biomarkers?

Strimbu, K., & Tavel, J. A. (2010) · Current Opinion in HIV and AIDS · doi:10.1097/coh.0b013e32833ed177 · Cited by 2,062 · see citing works

Regulation of the Hypothalamic‐Pituitary‐Adrenocortical Stress Response

Herman, J. P., McKlveen, J. M., Ghosal, S., Kopp, B., Wulsin, A., Makinson, R., Scheimann, J., & Myers, B. (2016) · Comprehensive Physiology · doi:10.1002/cphy.c150015 · Cited by 1,819 · see citing works

Salivary alpha-amylase as a non-invasive biomarker for the sympathetic nervous system: Current state of research

Nater, U. M., & Rohleder, N. (2009) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2009.01.014 · Cited by 1,370 · see citing works

Variations in maternal care in the rat as a mediating influence for the effects of environment on development

Champagne, F. A., Francis, D. D., Mar, A., & Meaney, M. J. (2003) · Physiology & Behavior · doi:10.1016/s0031-9384(03)00149-5 · Cited by 1,021 · see citing works

5-HT and mechanisms of defence

Deakin, J. F. W., & Graeff, F. G. (1991) · Journal of Psychopharmacology · doi:10.1177/026988119100500414 · Cited by 1,011 · see citing works

Biological and psychological markers of stress in humans: Focus on the Trier Social Stress Test

Allen, A. P., Kennedy, P. J., Cryan, J. F., Dinan, T. G., & Clarke, G. (2014) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2013.11.005 · Cited by 734 · see citing works

The Montreal Imaging Stress Task: using functional imaging to investigate the effects of perceiving and processing psychosocial stress in the human brain

Dedovic, K., Renwick, R., Khalili‐Mahani, N., Engert, V., LUPIEN, S. J., & Pruessner, J. C. (2005) · Journal of Psychiatry and Neuroscience · doi:10.1139/jpn.0541 · Cited by 731 · see citing works

Electrochemical biosensors: perspective on functional nanomaterials for on-site analysis

Cho, I., Kim, D. H., & Park, S. (2020) · Biomaterials Research · doi:10.1186/s40824-019-0181-y · Cited by 653 · see citing works

Molecularly selective nanoporous membrane-based wearable organic electrochemical device for noninvasive cortisol sensing

Parlak, O., Keene, S. T., Marais, A., Curto, V. F., & Salleo, A. (2018) · Science Advances · doi:10.1126/sciadv.aar2904 · Cited by 603 · cited 2× · see citing works

Enzyme Immunoassay and Enzyme-Linked Immunosorbent Assay

Gan, S. D., & Patel, K. R. (2013) · Journal of Investigative Dermatology · doi:10.1038/jid.2013.287 · Cited by 566 · see citing works

Neuroendocrine aspects of the response to stress

Miller, D. B., & O'Callaghan, J. P. (2002) · Metabolism · doi:10.1053/meta.2002.33184 · Cited by 496 · see citing works

Academic Stress and its Sources Among University Students

Reddy, K. J., Menon, K. R., & Thattil, A. (2018) · Biomedical & Pharmacology Journal · doi:10.13005/bpj/1404 · Cited by 484 · see citing works

Investigation of Cortisol Dynamics in Human Sweat Using a Graphene-Based Wireless mHealth System

Torrente-Rodríguez, R. M., Tu, J., Yang, Y., Min, J., Wang, M., Song, Y., Yu, Y., Xu, C., Ye, C., IsHak, W. W., et al. (2020) · Matter · doi:10.1016/j.matt.2020.01.021 · Cited by 479 · see citing works

The Perceived Stress Scale: Factor structure and relation to depression symptoms in a psychiatric sample

Hewitt, P., Flett, G., & Mosher, S. (1992) · Journal of Psychopathology and Behavioral Assessment · doi:10.1007/bf00962631 · Cited by 437 · see citing works

Workplace dimensions, stress and job satisfaction

Fairbrother, K., & Warn, J. R. (2003) · Journal of Managerial Psychology · doi:10.1108/02683940310459565 · Cited by 408 · see citing works

Wearable flexible sweat sensors for healthcare monitoring: a review

Chung, M., Fortunato, G., & Radacsi, N. (2019) · Journal of The Royal Society Interface · doi:10.1098/rsif.2019.0217 · Cited by 378 · see citing works

Stress and hormones

Ranabir, S., & Reetu, K. (2011) · Indian Journal of Endocrinology and Metabolism · doi:10.4103/2230-8210.77573 · Cited by 353 · see citing works

Clarifying the roles of homeostasis and allostasis in physiological regulation.

Ramsay, D. S., & Woods, S. C. (2014) · Psychological Review · doi:10.1037/a0035942 · Cited by 339 · see citing works

Biomarkers in Stress Related Diseases/Disorders: Diagnostic, Prognostic, and Therapeutic Values

Dhama, K., Latheef, S. K., Dadar, M., Samad, H. A., Munjal, A. K., Khandia, R., Karthik, K., Tiwari, R., Yatoo, M. I., Bhatt, P., et al. (2019) · Frontiers in Molecular Biosciences · doi:10.3389/fmolb.2019.00091 · Cited by 333 · see citing works

Stress Biomarkers in Biological Fluids and Their Point-of-Use Detection

Steckl, A. J., & Ray, P. (2018) · ACS Sensors · doi:10.1021/acssensors.8b00726 · Cited by 319 · see citing works

Salivary Alpha-Amylase as a Biomarker of Stress in Behavioral Medicine

Ali, N., & Nater, U. M. (2020) · International Journal of Behavioral Medicine · doi:10.1007/s12529-019-09843-x · Cited by 304 · see citing works

A systems approach to stress, stressors and resilience in humans

Oken, B., Chamine, I., & Wakeland, W. W. (2014) · Behavioural Brain Research · doi:10.1016/j.bbr.2014.12.047 · Cited by 288 · see citing works

Adrenal responses to stress

Goldstein, D. S. (2010) · Cellular and Molecular Neurobiology · doi:10.1007/s10571-010-9606-9 · Cited by 288 · see citing works

Allostasis: A brain-centered, predictive mode of physiological regulation

Schulkin, J., & Sterling, P. (2019) · Trends in Neurosciences · doi:10.1016/j.tins.2019.07.010 · Cited by 265 · see citing works

What drives smartwatch purchase intention? Perspectives from hardware, software, design, and value

Hsiao, K., & Chen, C. (2017) · Telematics and Informatics · doi:10.1016/j.tele.2017.10.002 · Cited by 233 · see citing works

Portable biosensor for monitoring cortisol in low-volume perspired human sweat

Kinnamon, D., Ghanta, R., Lin, K.-C., Muthukumar, S., & Prasad, S. (2017) · Scientific Reports · doi:10.1038/s41598-017-13684-7 · Cited by 231 · see citing works

The construct validity of the Perceived Stress Scale

Nielsen, M. G., Ørnbøl, E., Vestergaard, M., Bech, P., Larsen, F. B., Lasgaard, M., & Christensen, K. S. (2016) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2016.03.009 · Cited by 181 · see citing works

Factors that influence an individual's intention to adopt a wearable healthcare device: The case of a wearable fitness tracker

Lee, S. Y., & Lee, K. (2018) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2018.01.002 · Cited by 174 · see citing works

Carbon fiber based electrochemical sensor for sweat cortisol measurement

Sekar, M. K., Pandiaraj, M., Bhansali, S., Ponpandian, N., & Viswanathan, C. (2019) · Scientific Reports · doi:10.1038/s41598-018-37243-w · Cited by 164 · see citing works

A wearable lab-on-a-patch platform with stretchable nanostructured biosensor for non-invasive immunodetection of biomarker in sweat

Lee, H.-B., Meeseepong, M., Trung, T. Q., Kim, B.-Y., & Lee, N.-E. (2020) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2020.112133 · Cited by 153 · see citing works

Stress: Concepts, Definition and History☆

Fink, G. (2016) · Elsevier eBooks · doi:10.1016/b978-0-12-809324-5.02208-2 · Cited by 144 · see citing works

Salivary biomarkers detection: Analytical and immunological methods overview

Gug, I., Tertiş, M., Hosu, O., & Cristea, C. (2019) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2019.02.020 · Cited by 136 · see citing works

A Systematic, Multi-domain Review of Mobile Smartphone Apps for Evidence-Based Stress Management

Coulon, S. M., Monroe, C. M., & West, D. S. (2016) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2016.01.026 · Cited by 128 · see citing works

HPA axis responses to psychological challenge linking stress and disease: What do we know on sources of intra- and interindividual variability?

Zänkert, S., Bellingrath, S., Wüst, S., & Kudielka, B. (2019) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2018.10.027 · Cited by 124 · see citing works

An Introductory Guide to Conducting the Trier Social Stress Test.

Labuschagne, I., Grace, C., Rendell, P., Terrett, G., & Heinrichs, M. (2019) · Neuroscience and Biobehavioral Reviews · doi:10.1016/j.neubiorev.2019.09.032 · Cited by 121 · see citing works

Fully Integrated, Stretchable, Wireless Skin‐Conformal Bioelectronics for Continuous Stress Monitoring in Daily Life

Kim, H., Kim, Y., Mahmood, M., Kwon, S., Zavanelli, N., Kim, H. S., Rim, Y. S., Epps, F. R., & Yeo, W. (2020) · Advanced Science · doi:10.1002/advs.202000810 · Cited by 121 · see citing works

Quantification of cortisol in human eccrine sweat by liquid chromatography – tandem mass spectrometry

Jia, M., Chew, W. M., Feinstein, Y., Skeath, P., & Sternberg, E. M. (2016) · The Analyst · doi:10.1039/c5an02387d · Cited by 113 · see citing works

Highly sensitive and non-invasive electrochemical immunosensor for salivary cortisol detection

Dhull, N., Kaur, G., Gupta, V., & Tomar, M. (2019) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2019.05.020 · Cited by 102 · see citing works

Handbook of hormones : comparative endocrinology for basic and clinical research

竹井, 祥., 安東, 宏., & 筒井, 和. (2016) · Elsevier eBooks · Cited by 93 · see citing works

Eccrine Sweat as a Biofluid for Profiling Immune Biomarkers

Katchman, B. A., Zhu, M., Blain Christen, J., & Anderson, K. S. (2018) · PROTEOMICS – Clinical Applications · doi:10.1002/prca.201800010 · Cited by 86 · see citing works

User preference for an IoT healthcare application for lifestyle disease management

Kim, S., & Kim, S. (2017) · Telecommunications Policy · doi:10.1016/j.telpol.2017.03.006 · Cited by 81 · see citing works

Usefulness of salivary alpha amylase as a biomarker of chronic stress and stress related oral mucosal changes - a pilot study

Vineetha, R., Pai, K. M., Vengal, M., Gopalakrishna, K., & Narayanakurup, D. (2014) · Journal of Clinical and Experimental Dentistry · doi:10.4317/jced.51355 · Cited by 80 · see citing works

Smart services in healthcare: A risk-benefit-analysis of pay-as-you-live services from customer perspective in Germany

Wiegard, R., & Breitner, M. H. (2017) · Electronic Markets · doi:10.1007/s12525-017-0274-1 · Cited by 74 · see citing works

The physiological significance of the circadian dynamics of the HPA axis: Interplay between circadian rhythms, allostasis and stress resilience

Rao, R., & Androulakis, I. P. (2019) · Hormones and Behavior · doi:10.1016/j.yhbeh.2019.02.018 · Cited by 73 · see citing works

Work-related stress risk factors and health outcomes in public sector employees

Marcatto, F., Colautti, L., Filon, F. L., Luis, O., Blas, L. D., Cavallero, C., & Ferrante, D. (2016) · Safety Science · doi:10.1016/j.ssci.2016.07.003 · Cited by 68 · see citing works

Salivary Cortisol Determination on Smartphone-Based Differential Pulse Voltammetry System

Liu, J., Xu, N., Men, H., Li, S., Lu, Y., Low, S. S., Li, X., Zhu, L., Cheng, C., Xu, G., et al. (2020) · Sensors · doi:10.3390/s20051422 · Cited by 68 · see citing works

Co‐activation of SAM and HPA responses to acute stress: A review of the literature and test of differential associations with preadolescents’ internalizing and externalizing

Wadsworth, M. E., Broderick, A. V., Loughlin‐Presnal, J. E., Bendezú, J. J., Joos, C. M., Ahlkvist, J. A., Perzow, S. E. D., & McDonald, A. R. (2019) · Developmental Psychobiology · doi:10.1002/dev.21866 · Cited by 67 · see citing works

Editorial: Antibody Can Get It Right: Confronting Problems of Antibody Specificity and Irreproducibility

Schönbrunn, A. (2014) · Molecular Endocrinology · doi:10.1210/me.2014-1230 · Cited by 66 · see citing works

CortiWatch: Watch-Based Cortisol Tracker

Rice, P., Upasham, S., Jagannath, B., Manuel, R., Pali, M., & Prasad, S. (2019) · Future Science OA · doi:10.2144/fsoa-2019-0061 · Cited by 63 · see citing works

Autoimmune Addison's disease

Saverino, S., & Falorni, A. (2020) · Best Practice & Research Clinical Endocrinology & Metabolism · doi:10.1016/j.beem.2020.101379 · Cited by 58 · see citing works

The acute physiological stress response to driving: A systematic review

Antoun, M., Edwards, K. M., Sweeting, J., & Ding, D. (2017) · PLoS ONE · doi:10.1371/journal.pone.0185517 · Cited by 56 · see citing works

Neglect, HPA axis reactivity, and development

Reilly, E. B., & Gunnar, M. R. (2019) · International Journal of Developmental Neuroscience · doi:10.1016/j.ijdevneu.2019.07.010 · Cited by 56 · see citing works

Serotonin regulation of the human stress response

Hood, S. D., Hince, D., Robinson, H., Cirillo, M., Christmas, D. M., & Kaye, J. M. (2006) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2006.07.001 · Cited by 48 · see citing works

Neuroscience of Pain, Stress, and Emotion

(2016) · Elsevier eBooks · doi:10.1016/c2013-0-16065-5 · Cited by 38 · see citing works

Changes in norepinephrine and epinephrine concentrations in adrenal gland of the rats submitted to acute immobilization stress

Sanchez, A. (2003) · Pharmacological Research · doi:10.1016/s1043-6618(03)00241-x · Cited by 33 · see citing works

Hand-held Colorimetry Sensor Platform for Determining Salivary α-Amylase Activity and Its Applications for Stress Assessment

Hsiao, H., Chen, R. L. C., Chou, C.-C., & Cheng, T. (2019) · Sensors · doi:10.3390/s19071571 · Cited by 26 · see citing works

High cortisol awakening response in the aftermath of workplace violence exposure moderates the association between acute stress disorder symptoms and PTSD symptoms

Marin, M., Geoffrion, S., Juster, R., Giguère, C., Marchand, A., LUPIEN, S. J., & Guay, S. (2019) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2019.03.006 · Cited by 25 · see citing works

Hans Selye and the stress response: 80 years after his “letter” to the Editor of Nature

Rochette, L., & Vergely, C. (2017) · Annales de Cardiologie et d Angéiologie · doi:10.1016/j.ancard.2017.04.017 · Cited by 22 · see citing works

Prediction of Daily Mental Stress Levels Using a Wearable Photoplethysmography Sensor

Park, J., Kim, J., & Kim, S.-P. (2018) · IEEE Region 10 Conference (TENCON) · doi:10.1109/tencon.2018.8650109 · Cited by 21 · see citing works

Cushing's syndrome – Disease monitoring: Recurrence, surveillance with biomarkers or imaging studies

Ragnarsson, Ó. (2020) · Best Practice & Research Clinical Endocrinology & Metabolism · doi:10.1016/j.beem.2020.101382 · Cited by 21 · see citing works

Wearable sensor based stress management using integrated respiratory and ECG waveforms

Chen, K., Fink, W., Roveda, J. M., Lane, R. D., Allen, J. J. B., & Vanuk, J. (2015) · Wearable and Implantable Body Sensor Networks · doi:10.1109/bsn.2015.7299369 · Cited by 20 · see citing works

Longitudinal analysis of antibody responses in symptomatic malaria cases do not mirror parasite transmission in peri-urban area of Cote d’Ivoire between 2010 and 2013

Koffi, D., Marie-Louise, V., Loucoubar, C., Béourou, S., Vigan-Womas, I., Touré, A., Djaman, J. A., Touré, A. O., & Perraut, R. (2017) · PLoS ONE · doi:10.1371/journal.pone.0172899 · Cited by 17 · see citing works

Perceived stress is inversely related to ideal cardiovascular health: The Paris Prospective Study III

Poirat, L., Gaye, B., Perier, M., Thomas, F., Guibout, C., Climie, R. E., Offredo, L., Tafflet, M., Lemogne, C., Pannier, B., et al. (2018) · International Journal of Cardiology · doi:10.1016/j.ijcard.2018.06.040 · Cited by 11 · see citing works

Adverse effects of pollution on mental health: the stress hypothesis

Lanoix, D., & Plusquellec, P. (2013) · OA Evidence-Based Medicine · doi:10.13172/2053-2636-1-1-572 · Cited by 9 · see citing works

Individual Differences in Stress Reaction

Szalma, J. L. (2018) · Journal of International Crisis and Risk Communication Research · doi:10.1201/9781315599946-21 · Cited by 7 · see citing works

Thought Control Strategies in the Patients with Acute Stress Disorder and PTSD

Bakhshian, F., Abolghasemi, A., & Narimani, M. (2013) · Procedia - Social and Behavioral Sciences · doi:10.1016/j.sbspro.2013.06.676 · Cited by 6 · see citing works

Quantitative evaluation of bending reliability for a flexible near-field communication tag

Jeong, J.-H., Kim, J.-H., & Oh, C.-S. (2017) · Microelectronics Reliability · doi:10.1016/j.microrel.2017.06.030 · Cited by 5 · see citing works

Neurobiology and Endocrinology for Animal Behaviorists

Breed, M. D., & Moore, J. (2012) · Elsevier eBooks · doi:10.1016/b978-0-12-372581-3.00002-7 · Cited by 4 · see citing works

Verification of Preventive Effect of Dual-Task and N-Back Task- Incorporated Music Therapy against Dementia

Sawami, K., Nakagawa, H., Katahata, Y., & Suishu, C. (2017) · Neurochemistry & Neuropharmacology · doi:10.4172/2469-9780.1000115 · Cited by 3 · see citing works

Wearable Biosensors: An Alternative and Practical Approach in Healthcare and Disease Monitoring

Sharma, A., Badea, M., Tiwari, S., & Marty, J. (2021) · Molecules · doi:10.3390/molecules26030748 · Cited by 373 · see citing works

Recent Advances on IoT-Assisted Wearable Sensor Systems for Healthcare Monitoring

Mamdiwar, S. D., Akshith, R., Shakruwala, Z., Chadha, U., Srinivasan, K., & Chang, C. (2021) · Biosensors · doi:10.3390/bios11100372 · Cited by 277 · see citing works

Advances in Wearable Biosensors for Healthcare: Current Trends, Applications, and Future Perspectives

Vo, D.-K., & Trinh, K. T. L. (2024) · Biosensors · doi:10.3390/bios14110560 · Cited by 261 · see citing works

Recent progress, challenges, and opportunities for wearable biochemical sensors for sweat analysis

Ghaffari, R., Rogers, J. A., & Ray, T. R. (2021) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2021.129447 · Cited by 213 · see citing works

State of Sweat: Emerging Wearable Systems for Real-Time, Noninvasive Sweat Sensing and Analytics

Ghaffari, R., Yang, D. S., Kim, J., Mansour, A., Wright, J. A., Model, J. B., Wright, D. E., Rogers, J. A., & Ray, T. R. (2021) · ACS Sensors · doi:10.1021/acssensors.1c01133 · Cited by 182 · see citing works

Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review

Vos, G., Trinh, K., Sarnyai, Z., & Azghadi, M. R. (2023) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2023.105026 · Cited by 182 · see citing works

A Non-Invasive Wearable Stress Patch for Real-Time Cortisol Monitoring Using a Pseudoknot-Assisted Aptamer

Singh, N. K., Chung, S., Chang, A., Wang, J., & Hall, D. A. (2022) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2023.115097 · Cited by 137 · see citing works

AI-Driven Wearable Bioelectronics in Digital Healthcare

Huang, G., Chen, X., & Liao, C. (2025) · Biosensors · doi:10.3390/bios15070410 · Cited by 136 · see citing works

Advancements in Cortisol Detection: From Conventional Methods to Next-Generation Technologies for Enhanced Hormone Monitoring

Vignesh, V., Dominguez, B. C., James, T. D., Turner‐Cobb, J. M., Lightman, S. L., & Reis, N. M. (2024) · ACS Sensors · doi:10.1021/acssensors.3c01912 · Cited by 102 · see citing works

Wearable technologies for health research: Opportunities, limitations, and practical and conceptual considerations

Roos, L. G., & Slavich, G. M. (2023) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2023.08.008 · Cited by 100 · see citing works

Medical Sensors and Their Integration in Wireless Body Area Networks for Pervasive Healthcare Delivery: A Review

Javaid, S., Zeadally, S., Fahim, H., & He, B. (2022) · IEEE Sensors Journal · doi:10.1109/jsen.2022.3141064 · Cited by 92 · see citing works

Stressomic: A wearable microfluidic biosensor for dynamic profiling of multiple stress hormones in sweat

Tu, J., Yeom, J., Ulloa, J. C., Solomon, S. A., Min, J., Heng, W., Kim, G., Dao, J., Vemu, R., Pang, M., et al. (2025) · Science Advances · doi:10.1126/sciadv.adx6491 · Cited by 88 · see citing works

Wearable tesla valve-based sweat collection device for sweat colorimetric analysis

Shi, H., Cao, Y., Zeng, Y., Zhou, Y., Wen, W., Zhang, C., Zhao, Y., & Chen, Z. (2022) · Talanta · doi:10.1016/j.talanta.2022.123208 · Cited by 86 · see citing works

Recent Advances in Skin-Interfaced Wearable Sweat Sensors: Opportunities for Equitable Personalized Medicine and Global Health Diagnostics

Clark, K. M., & Ray, T. R. (2023) · ACS Sensors · doi:10.1021/acssensors.3c01512 · Cited by 86 · see citing works

Recent advancements in flexible and wearable sensors for biomedical and healthcare applications

Wang, Y., Yang, B., Hua, Z., Zhang, J., Guo, P., Hao, D., Gao, Y., & Huang, J. (2021) · Journal of Physics D Applied Physics · doi:10.1088/1361-6463/ac3c73 · Cited by 80 · see citing works

A review of sampling, energy supply and intelligent monitoring for long-term sweat sensors

Yang, P., Wei, G., Liu, A., Huo, F., & Zhang, Z. (2022) · npj Flexible Electronics · doi:10.1038/s41528-022-00165-9 · Cited by 77 · see citing works

MicroSweat: A wearable microfluidic patch for noninvasive and reliable sweat collection enables human stress monitoring

Shajari, S., Salahandish, R., Zare, A., Hassani, M., Moossavi, S., Munro, E., Rashid, R., Rosenegger, D., Bains, J. S., & Sanati Nezhad, A. (2023) · Advanced Science · doi:10.1002/advs.202204171 · Cited by 55 · see citing works

Differential responses of salivary cortisol, amylase, and chromogranin A to academic stress

Tammayan, M., Jantaratnotai, N., & Pachimsawat, P. (2021) · PLoS ONE · doi:10.1371/journal.pone.0256172 · Cited by 55 · see citing works

Electrochemical-based remote biomarker monitoring: Toward Internet of Wearable Things in telemedicine

Faham, S., Salimi, A., & Ghavami, R. (2022) · Talanta · doi:10.1016/j.talanta.2022.123892 · Cited by 50 · see citing works

Occupational Stress Monitoring Using Biomarkers and Smartwatches: A Systematic Review

Morales, A. S., Barbosa, M. L. K., Morás, L. D., Cazella, S. C., Sgobbi, L. F., Junior, I. G. S., & Marques, G. (2022) · Sensors · doi:10.3390/s22176633 · Cited by 46 · see citing works

Wearable biosensors for human fatigue diagnosis: A review

Zhang, J., Chen, M., Peng, Y. Y., Li, S., Han, D., Ren, S., Qin, K., Li, S., Han, T., Wang, Y., et al. (2022) · Bioengineering & Translational Medicine · doi:10.1002/btm2.10318 · Cited by 43 · see citing works

Assessing the added value of context during stress detection from wearable data

Stojchevska, M., Steenwinckel, B., Donckt, J. V. D., Brouwer, M. D., Goris, A. H. C., Turck, F. D., Hoecke, S. V., & Ongenae, F. (2022) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-022-02010-5 · Cited by 37 · see citing works

Enhancing Stress Detection: A Comprehensive Approach through rPPG Analysis and Deep Learning Techniques

Fontes, L., Machado, P., Vinkemeier, D., Yahaya, S. W., Bird, J. J., & Ihianle, I. K. (2024) · Sensors · doi:10.3390/s24041096 · Cited by 37 · see citing works

StressFit: a hybrid wearable physicochemical sensor suite for simultaneously measuring electromyogram and sweat cortisol

Hossain, N. I., Noushin, T., & Tabassum, S. (2024) · Scientific Reports · doi:10.1038/s41598-024-81042-5 · Cited by 38 · see citing works

Wearable Solutions Using Physiological Signals for Stress Monitoring on Individuals with Autism Spectrum Disorder (ASD): A Systematic Literature Review

Cano, S. P., Cubillos, C., Alfaro, R., Romo, A., García, M., & Moreira, F. (2024) · Sensors · doi:10.3390/s24248137 · Cited by 45 · see citing works

An ensemble deep learning framework for emotion recognition through wearable devices multi-modal physiological signals

Nandini, D., Yadav, J., Singh, V., Mohan, V., & Agarwal, S. (2025) · Scientific Reports · doi:10.1038/s41598-025-99858-0 · Cited by 37 · see citing works

Sensing of body fluid hormones using paper-based analytical devices

Kelkar, N., Prabhu, A., Prabhu, A., Nandagopal, M. S. G., & Mani, N. K. (2021) · Microchemical Journal · doi:10.1016/j.microc.2021.107069 · Cited by 36 · see citing works

Minimising redundancy, maximising relevance: HRV feature selection for stress classification

Ihianle, I. K., Machado, P., Owa, K., Adama, D. A., Otuka, R. I., & Lotfi, A. (2023) · Expert Systems with Applications · doi:10.1016/j.eswa.2023.122490 · Cited by 32 · see citing works

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Santonocito, R., Puglisi, R., Cavallaro, A., Pappalardo, A., & Sfrazzetto, G. T. (2023) · The Analyst · doi:10.1039/d3an01801f · Cited by 32 · see citing works

Stress monitoring with wearable technology and AI

Ates, H. C., Ateş, C., & Dincer, C. (2024) · Nature Electronics · doi:10.1038/s41928-024-01128-w · Cited by 31 · see citing works

Sensing behavior change in chronic pain: a scoping review of sensor technology for use in daily life

Vitali, D., Olugbade, T., Eccleston, C., Keogh, E., Bianchi‐Berthouze, N., & Williams, A. C. D. C. (2024) · Pain · doi:10.1097/j.pain.0000000000003134 · Cited by 30 · see citing works

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Hodges, P. W., & van den Hoorn, W. (2021) · Journal of Spine Surgery · doi:10.21037/jss-21-112 · Cited by 31 · see citing works

Electrical impedance spectroscopy for skin layer assessment: A scoping review of electrode design, measurement methods, and post-processing techniques

Baidillah, M. R., Riyanto, R., Busono, P., Karim, S., Febryarto, R., Astasari, A., Sangaji, D., & Taruno, W. P. (2024) · Measurement · doi:10.1016/j.measurement.2023.114111 · Cited by 29 · see citing works

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Rajendran, S., Giridhar, S., Chaudhari, S., & Gupta, P. K. (2021) · Measurement Sensors · doi:10.1016/j.measen.2021.100045 · Cited by 29 · see citing works

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Rescio, G., Manni, A., Ciccarelli, M., Papetti, A., Caroppo, A., & Leone, A. (2024) · Sensors · doi:10.3390/s24030947 · Cited by 27 · see citing works

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Kong, M., An, J., Jung, D., & Hong, T. (2023) · Building and Environment · doi:10.1016/j.buildenv.2023.110661 · Cited by 27 · see citing works

Ambient and wearable system for workers’ stress evaluation

Rescio, G., Manni, A., Caroppo, A., Ciccarelli, M., Papetti, A., & Leone, A. (2023) · Computers in Industry · doi:10.1016/j.compind.2023.103905 · Cited by 26 · see citing works

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Hekmatmanesh, A., Zhidchenko, V., Kauranen, K. J., Siitonen, K., Handroos, H., Soutukorva, S., & Kilpeläinen, A. (2021) · IEEE Access · doi:10.1109/access.2021.3092516 · Cited by 25 · see citing works

Stress monitoring using low-cost electroencephalogram devices: A systematic literature review

Vos, G., Ebrahimpour, M., van Eijk, L., Sarnyai, Z., & Azghadi, M. R. (2025) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2025.105859 · Cited by 24 · see citing works

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Gillan, L., & Jansson, E. (2022) · Flexible and Printed Electronics · doi:10.1088/2058-8585/ac7187 · Cited by 24 · see citing works

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Pei, X. M., Ghandehari, A., Chakoma, S. M., Rajendran, J., Negrete, J. A. T., & Esfandyarpour, R. (2026) · Nature Communications · doi:10.1038/s41467-025-67747-9 · Cited by 23 · see citing works

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Pazos, M. D., Hu, Y., Elani, Y., Browning, K. L., Jiang, N., & Yetisen, A. K. (2021) · Advanced Healthcare Materials · doi:10.1002/adhm.202101238 · Cited by 23 · see citing works

AI-driven multimodal colorimetric analytics for biomedical and behavioral health diagnostics

Hagos, D. H., Aryal, S. K., Ymele‐Leki, P., & Burge, L. (2025) · Computational and Structural Biotechnology Journal · doi:10.1016/j.csbj.2025.05.015 · Cited by 23 · see citing works

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Lu, D., Mo, Y., Sun, S., Wang, Q., Wu, Z., Wang, W., & Zhu, M. (2025) · Chemistry of Materials · doi:10.1021/acs.chemmater.5c00498 · Cited by 20 · see citing works

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Canali, S., Marchi, B. D., & Aliverti, A. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20186737 · Cited by 21 · see citing works

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Evert, B., Peterson, K., Songkakul, T., Bozkurt, A. Y., & Daniele, M. A.-A. (2025) · ACS Sensors · doi:10.1021/acssensors.4c03492 · Cited by 19 · see citing works

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Scargill, T., Chen, Y., Eom, S., Dunn, J., & Gorlatova, M. A. (2022) · IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) · doi:10.1109/vrw55335.2022.00042 · Cited by 18 · see citing works

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Kim, H., Song, J., Kim, S., Lee, S., Park, Y., Lee, S., Lee, S., & Kim, J. (2023) · Biosensors · doi:10.3390/bios13040470 · Cited by 19 · see citing works

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Rugvedh, P., Gundreddy, P., & Wandile, B. V. (2023) · Cureus · doi:10.7759/cureus.47292 · Cited by 18 · see citing works

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Eom, S., Eom, S.-Y., & Washington, P. Y. (2023) · Lecture notes in computer science · doi:10.1007/978-3-031-47679-2_12 · Cited by 18 · see citing works

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El-Malahi, O., Mohajeri, D., Bäuerle, A., Mincu, R. I., Rothenaicher, K., Ullrich, G., Rammos, C., Teufel, M., Rassaf, T., & Lortz, J. (2024) · Life · doi:10.3390/life14060749 · Cited by 16 · see citing works

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Zhang, B., Fu, J., Du, M., Jin, K., Huang, Q., Li, J., Wang, D., Hu, S., Li, J., & Ma, H. (2024) · Lab on a Chip · doi:10.1039/d3lc00979c · Cited by 16 · see citing works

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Ahmed, F., Soomro, A. M., Ashraf, H., Rahim, A., Asif, A., Jawed, B., Waqas, M., & Choi, K. H. (2022) · Journal of Materials Science Materials in Electronics · doi:10.1007/s10854-022-09324-0 · Cited by 15 · see citing works

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Motaman, K., Alipour, K., Tarvirdizadeh, B., & Ghamari, M. (2022) · RSI International Conference on Robotics and Mechatronics (ICRoM) · doi:10.1109/icrom57054.2022.10025256 · Cited by 15 · see citing works

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Zhang, T., Du, X., & Zhang, Z. (2022) · Frontiers in Bioengineering and Biotechnology · doi:10.3389/fbioe.2022.993015 · Cited by 15 · see citing works

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Mohanty, R. K., Sahoo, S. P., & Kabat, M. R. (2022) · International Conference on Computing, Communication and Networking Technologies (ICCCNT) · doi:10.1109/icccnt54827.2022.9984569 · Cited by 14 · see citing works

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Choi, J., Hwang, G., Lee, J. S., Ryu, M., & Lee, S. J. (2023) · Expert Systems with Applications · doi:10.1016/j.eswa.2023.120883 · Cited by 14 · see citing works

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Newton, S., Shirazi, A., & Christensen, P. (2021) · International Journal of Building Pathology and Adaptation · doi:10.1108/ijbpa-04-2021-0046 · Cited by 13 · see citing works

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Hu, D., & Gao, L. (2022) · Applied Sciences · doi:10.3390/app12031409 · Cited by 13 · see citing works

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Naeem, M., Fawzi, S. A., Anwar, H., & Malek, A. S. (2023) · Journal of Public Health · doi:10.1007/s10389-023-02099-6 · Cited by 12 · see citing works

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Churcher, N. K. M., Upasham, S., Rice, P., Greyling, C. F., & Prasad, S. (2021) · Electroanalysis · doi:10.1002/elan.202100083 · Cited by 12 · see citing works

Nanosheet-type tin oxide gas sensor array for mental stress monitoring

Choi, P. G., & Masuda, Y. (2022) · Scientific Reports · doi:10.1038/s41598-022-18117-8 · Cited by 10 · see citing works

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Shikha, S., Sethia, D., & Indu, S. (2025) · Biomedical Physics & Engineering Express · doi:10.1088/2057-1976/add5fc · Cited by 7 · see citing works

Measuring the perceptual, physiological and environmental factors that impact stress in the construction industry

Newton, S. (2022) · Construction Innovation · doi:10.1108/ci-02-2022-0040 · Cited by 7 · see citing works

Uninterrupted real‐time cerebral stress level monitoring using wearable biosensors: A review

Mishra, A., Agrawal, M., Ali, A., & Garg, P. (2023) · Biotechnology and Applied Biochemistry · doi:10.1002/bab.2491 · Cited by 7 · see citing works

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Barki, H., Chung, S. H., Jafari, R., & Chung, W. (2023) · IEEE Biomedical Circuits and Systems Conference (BioCAS) · doi:10.1109/biocas58349.2023.10389058 · Cited by 7 · see citing works

From care practices to speculative vignettes–design considerations for robots in good care

Vetter, R., Dobrosovestnova, A., Frijns, H. A., Vogel, L., Brunnmayr, K., & Frauenberger, C. (2024) · Frontiers in Robotics and AI · doi:10.3389/frobt.2024.1347367 · Cited by 6 · see citing works

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Marchi, B. D., Agovi, E., & Aliverti, A. (2024) · Information Systems Frontiers · doi:10.1007/s10796-024-10550-6 · Cited by 7 · see citing works

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Tanaka, Y., Salleh, N. A. B. M., Aung, K. M. M., Su, X., & Sutarlie, L. (2023) · World Scientific Annual Review of Functional Materials · doi:10.1142/s2810922823300015 · Cited by 5 · see citing works

Exploring female students' perceptions of the use of digital technologies in managing academic stress

Lukenga, M.-P., Billonnet, L., Gaugue, J., & Denis, J. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1199038 · Cited by 9 · see citing works

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Yu, Z., Sherpa, M. T., Iadarola, S., Shamlian, K. D., Daley, S. G., Levine, G., Bajorski, P., & Zheng, Z. (2023) · International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) · doi:10.1145/3565066.3608686 · Cited by 6 · see citing works

From molecule to signals: the evolution of biosensor research

Khan, N., & Junior, M. A. D. M. (2026) · Discover Sensors · doi:10.1007/s44397-026-00036-2 · Cited by 5 · see citing works

Physiological workload assessment for highly flexible fine-motory assembly tasks using machine learning

Brillinger, M., Manfredi, S., Leder, D., Bloder, M., Jäger, M., Diwold, K., Kajmaković, A., Haslgrübler, M., Pichler, R., Brunner, M., et al. (2024) · Computers & Industrial Engineering · doi:10.1016/j.cie.2023.109859 · Cited by 5 · see citing works

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Sun, L., Xu, H., Bai, Y., Chang, L., Gao, J., Zhao, M., Huang, A. T., Ma, L., Yu, L., Kang, F., et al. (2024) · Small · doi:10.1002/smll.202307410 · Cited by 5 · see citing works

Wearable Optical Sensors: Toward Machine Learning-Enabled Biomarker Monitoring

Faham, S., Faham, S., & Sepehri, B. (2024) · Chemistry Africa · doi:10.1007/s42250-024-01047-5 · Cited by 6 · see citing works

Effects of stress hormones on digestibility and performance in cattle: A review

Besharati, M., Ahmad, S., Jabbar, M., Palangı, V., Esen, S., Esen, V. K., Eseceli, H., Mammadov, A., & Lackner, M. K. (2024) · Open Agriculture · doi:10.1515/opag-2022-0387 · Cited by 5 · see citing works

Physiological Signal Data-Driven Workplace Stress Detection Among Healthcare Professionals Using BiLSTM-AM and Ensemble Stacking Models

Pasha, S. T., Halder, N., Badrul, T., Setu, J. H., Islam, A., & Alam, M. Z. (2024) · Advances in Science and Engineering Technology International Conferences (ASET) · doi:10.1109/aset60340.2024.10708646 · Cited by 6 · see citing works

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Casalino, G., Castellano, G., & Zaza, G. (2023) · Lecture notes in computer science · doi:10.1007/978-3-031-39965-7_52 · Cited by 4 · see citing works

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Dagli, N., Haque, M., & Kumar, S. (2024) · Cureus · doi:10.7759/cureus.57865 · Cited by 4 · see citing works

Introduction to emerging biosensing technologies

Shukla, M., Mahato, K., & Pandya, A. (2025) · Progress in molecular biology and translational science · doi:10.1016/bs.pmbts.2025.05.013 · Cited by 3 · see citing works

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Cano, S. P., Franco, E., Apablaza, J., & García, M. J. (2023) · Preprints.org · doi:10.20944/preprints202308.1236.v1 · Cited by 3 · see citing works

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Skovgaard, A., Kirk, A. F., & Cogan, N. A. (2026) · JMIR Research Protocols · doi:10.2196/90813 · Cited by 2 · see citing works

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Jeworutzki, A. (2022) · Designing Interactive Systems Conference · doi:10.1145/3532107.3532874 · Cited by 2 · see citing works

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Lloyd, C., Lemoine, L. L., Al-Shaikh, R., Ly, K. T., Kayan, H., Perera, C., & Pham, N. (2024) · ACM Annual International Conference on Mobile Computing and Networking (MobiCom) · doi:10.1145/3636534.3698121 · Cited by 2 · see citing works

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Faustino, L. C., Cunha, J. P. C., de Andrade, A. P. S., Bezerra, E. F. S., Luz, R. A. S., & Gerôncio, E. T. S. (2022) · Springer eBooks · doi:10.1007/978-3-030-97921-8_3 · Cited by 2 · see citing works

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Smirthy, M., Dhanushree, M., & Ashisha, G. R. (2023) · doi:10.1109/icspc57692.2023.10125951 · Cited by 2 · see citing works

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Shahid, M. M., Agada, G. E., Kayyali, M., Ihianle, I. K., & Machado, P. (2023) · International Conference Automatics and Informatics (ICAI) · doi:10.1109/icai58806.2023.10339032 · Cited by 2 · see citing works

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Jung, Y.-K., & Shin, W.-S. (2023) · Korean Journal of Environment and Ecology · doi:10.13047/kjee.2023.37.6.464 · Cited by 1 · see citing works

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Thiagarajan, V. (2024) · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany · doi:10.1007/978-3-031-62520-6_17 · Cited by 1 · see citing works

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Xu, S., Ma, L., Cheng, R., Gao, F., & Zhang, K. (2025) · Journal of Management in Engineering · doi:10.1061/jmenea.meeng-6506 · Cited by 1 · see citing works

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Sun, H., Shukla, R. P., & Daniele, M. A.-A. (2026) · Springer eBooks · doi:10.1007/978-3-032-06286-4_4 · Cited by 1 · see citing works

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Zhang, C., Zhang, J., & Zhao, F. (2026) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2026.119050 · Cited by 1 · see citing works

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Skovgaard, A., Kirk, A. F., Campbell, E., Horan-Buchanan, G., & Cogan, N. A. (2026) · JMIR Public Health and Surveillance · doi:10.2196/106002 · Cited by 1 · see citing works

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Umamageswaran, J., Saravanan, K., & Srinivasan, V. P. (2023) · Cardiometry · doi:10.18137/cardiometry.2023.26.618622 · Cited by 1 · see citing works

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Prasad, P. P. M., Kanagasabai, N., & Kumar, P. S. (2023) · AIP conference proceedings · doi:10.1063/5.0164228 · Cited by 1 · see citing works

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Naser, M., Nasr, M., & Shehata, L. H. (2023) · International Journal of Progressive Sciences and Technologies · doi:10.52155/ijpsat.v39.1.5361 · Cited by 1 · see citing works

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Cestaro, F., Marchi, B. D., & Aliverti, A. (2023) · IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE) · doi:10.1109/metroxraine58569.2023.10405653 · Cited by 1 · see citing works

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Çağatay, B., Yalçın, F., Kıraç, A., Küçukler, N., & Abraham, M. R. (2024) · Stresses · doi:10.3390/stresses4020021 · Cited by 1 · see citing works

Porous Poly(3,4‐ethylenedioxythiophene)‐Based Electrodes for Detecting Stress Biomarkers in Artificial Urine and Sweat

Borràs, N., Jiménez, M. S., Casanovas, J., Alemán, C., & Pérez‐Madrigal, M. M. (2022) · Macromolecular Materials and Engineering · doi:10.1002/mame.202200269 · Cited by 1 · see citing works

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Almendra, A. A. R., Leandro‐Merhi, V. A., & de Aquino, J. L. B. (2022) · doi:10.22533/at.ed.0262215085 · Cited by 1 · see citing works

Uninterrupted real‐time cerebral stress level monitoring using wearable biosensors: A review

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Dhanush, K., Janani, P., Kumar, B. P., Narayana, H. L., Teja, K., & Avinash, N. (2022) · Lecture notes in networks and systems · doi:10.1007/978-981-19-5331-6_12

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Y, X., Wang, J., Gao, X., Zhang, Y., & Wen, D. (2026) · Advanced Sustainable Systems · doi:10.1002/adsu.70509

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Iqbal, T. (2023) · ARAN (University of Galway Research Repository) (Ollscoil na Gaillimhe – University of Galway) · doi:10.13025/16627 · Cited by 1 · see citing works

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Wu, J., Ching, C. T., Wang, H., & Liao, L. (2022) · Biosensors · doi:10.3390/bios12121097 · Cited by 52 · see citing works