A Critical Review of Consumer Wearables, Mobile Applications, and Equipment for Providing Biofeedback, Monitoring Stress, and Sleep in Physically Active Populations

Cited by (529)

Items 301–400 of 529

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2. The utility of wearable devices in the perioperative period
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3. Influence of wearable biometric sensors on performance indicators of volleyball players
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4. Microfabricated platforms to investigate cell mechanical properties
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5. Validation of the Polar H10 Accelerometer in a Sports-Based Environment
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6. Emerging Trends in Sports and Artificial Intelligence: A Scientometric Analysis in Citespace
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7. Predicting Mental Health Outcomes Using Wearable Device Data and Machine Learning
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8. MARKETING EVALUATION OF CONSUMER PREFERENCES IN USING MOBILE APPS FOR HEALTHCARE TO SUPPORT DRUG ADHERENCE
   Dmitrii Babaskin, T. M. Litvinova, Liudmila Ivanovna Babaskina, A.K. OVAKIMYAN, K.Y. KOLEVATOVA · 2020 · PERIÓDICO TCHÊ QUÍMICA
9. Early-life physical performance predicts the aging and death of elite athletes
   Saul Newman · 2023 · Science Advances
10. Ultra-Low Power Analog Folded Neural Network for Cardiovascular Health Monitoring
    Yung-Ting Hsieh, Khizar Anjum, Dario Pompili · 2024 · IEEE Journal of Biomedical and Health Informatics
11. Monitoring exercise intensity in diabetes: applicability of “heart rate-index” to estimate oxygen consumption during aerobic and resistance training
    Alessandro L. Colosio, Giorgia Spigolon, Elisabetta Bacchi, Paolo Moghetti, Silvia Pogliaghi · 2019 · Journal of Endocrinological Investigation
12. Lifestyle medicine and use of technology in current healthcare
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13. Advancements in Sensors and Analyses for Emotion Sensing
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14. Stress Detection Using Machine Learning and Deep Learning Techniques: A Systematic Review and Meta-Analysis
    Logesh Kumar Kulanthaivel Lakshmanan, Kavisankar Leelasankar, Balasubramani Subbiyan · 2025 · Archives of Computational Methods in Engineering
15. Development of a Hardware Platform to Design a Digital Health Assessment System
    Andrew V. Shcherbachev, Кудашов Иван Александрович, Oleg I. Apolikhin, Tikhomirov An, Alexander Pavlov, Говорин Антон Николаевич · 2023 · International Siberian workshops and tutorials on electron devices and materials
16. Implementing meta-session autoregulation strategies for exercise- a scoping review
    Adam H. Ibrahim, Cory T. Beaumont, Kelley A. Strohacker · 2024 · International journal of exercise science
17. “My Kid Is Going Through a Growth Spurt—What Should I Do?” Taking an Interdisciplinary Approach to Athletic Development During the Adolescent Growth Spurt
    David Michael Johnson, Joey C. Eisenmann, Rebecca Lawson, Reuben G. Stables, Sean Williams, Sean P. Cumming, Rhodri S. Lloyd · 2025 · Strength and conditioning journal
18. Sleep, Health Care–Seeking Behaviors, and Perceptions Associated With the Use of Sleep Wearables in Canada: Results From a Nationally Representative Survey
    Karianne Dion, Meggan Porteous, Tetyana Kendzerska, Ashley Nixon, Elliott Kyung Lee, Massimiliano de Zambotti, Sheila N. Garland, Mandeep Singh, Gino De Luca, Samuel Gillman et al. · 2025 · Journal of Medical Internet Research
19. Fed-HealthGen: A Generative Federated Framework for Privacy-Preserving Personalized Healthcare Using Wearable Consumer Electronics
    Jianhui Lv, Byung‐Gyu Kim, Keqin Li · 2025 · IEEE Transactions on Consumer Electronics
20. Wearable technology for athletes: material innovations, performance monitoring, and emerging paradigms
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21. Validity and reliability of running gait measurement with the ViMove2 system
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22. Wearables for Health Tourism: Perspectives and Model Suggestion
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23. Co-designing of a prototype mobile application for fetal radiation dose monitoring among pregnant radiographers using a design thinking approach
    Hafsa Essop, Mable Kekana, Hanlie Smuts · 2024 · Health Informatics Journal
24. Validity of Force and Power Measures from an Integrated Rotary Encoder in a HandyGym Portable Flywheel Exercise Device
    Víctor Illera-Domínguez, Xavier Font-Aragonés, Víctor Toro-Román, Samuel Díaz-Alejandre, Carla Pérez-Chirinos Buxadé, Lluís Albesa-Albiol, Sara González-Millán, Bruno Fernández-Valdés · 2024 · Applied Sciences
25. Mobile Sensors and Wearable Technology
    Christopher A. Yao, Kendall Ho · 2017 · Springer eBooks
26. Tensor Decomposition of Non-EEG Physiological Signals for Visualization and Recognition of Human Stress
    Thi T.T. Pham, Héctor Rodríguez-Déniz, Tuan D. Pham · 2019 · International Conference on Bioinformatics and Biomedical Technology (ICBBT)
27. Brain Electrical Activity Mapping in Military Pilots During Simulator Trainings
    Petr Volf, Radek Doskočil, Miloslav Stehlik, Patrik Kutílek, Gabriela Kloudova, Kristýna Rusnáková, Simona Kozlova, Marcela Braunová, Jan Hejda, Václav Křivánek · 2019 · International Conference on Military Technologies
28. Towards Designing a Mobile Stress Coping Assistant
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29. Study on micro-scale 3D numerical modeling and droplet deposition of plain weave fabric
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30. The Role of Serious Games in Healthcare and Its Contribution to the Healthcare Ecosystem
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31. Assessing the effect of machine automation on operator heart and breathing rate during mechanical harvesting of wild blueberries
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32. Advancing the care of individuals with cancer through innovation & technology: Proceedings from the cardiology oncology innovation summit 2020 and 2021
    Sherry-Ann N. Brown, Craig James Beavers, Brenton Scott Bauer, Richard Kar-Hang Cheng, Generika Berman, Catherine Handy Marshall, Avirup Guha, Prantesh Jain, Austin Steward, Jeanne M. DeCara et al. · 2023 · American Heart Journal Plus Cardiology Research and Practice
33. Smart Rehabilitation for Neuro-Disability: A Review
    Sateesh Reddy Avutu, Sudip Paul, Dinesh Bhatia · 2019 · Springer eBooks
34. Diagnostische Verfahren
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35. The Efficacy of Bio- and Neurofeedback for Depression: A Meta-analysis
    Javier Fernández‐Álvarez, Massimiliano Grassi, Desirée Colombo, Desirée Colombo, Cristina Botella, Pietro Cipresso, Giampaolo Perna, Giuseppe Riva · 2020
36. Driving factors for unplanned iterations in IoT new product development: a data-value chain perspective
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37. Identifying a digital phenotype of allostatic load: association between allostatic load index score and wearable physiological response during military training
    Evan D. Feigel, Kristen J. Koltun, Mita T. Lovalekar, Matthew B. Bird, Christopher K. Kargl, Jennifer N. Forse, Brian J. Martin, Elizabeth F. Nagle, Elizabeth J. Steele, Tim L. A. Doyle et al. · 2025 · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology
38. Using unsupervised machine learning to characterize recovery patterns in elite canoe-kayak athletes across the Olympic training year
    Audric Foucaud, Fabienne Durand, Henri Méric · 2025 · Frontiers in Sports and Active Living
39. Revolutionizing healthcare: the next generation of wearable chemical sensors for personal health monitoring
    Lei Tang, Jianshu Zheng, Zhaolei Li, Feiyang Liu, Lingyun Wang, William W. Yu · 2026 · Science China Materials
40. Wearable Sensor-Based Analysis of Punch Acceleration and Plantar Pressure Distribution in Boxing
    Liwa Sha, Wen Hsin Chiu · 2026 · Sensors
41. Using Novel Data Visualization Methods to Understand Mobile Health Usability
    Jenna L. Marquard, Jordan Howard, Raeann LeBlanc · 2023 · CIN Computers Informatics Nursing
42. A new perspective on validation of wearables for stress monitoring of occupational drivers
    Nina Catharina Van Oost, Federica Masci, An-Marie Schyvens, Brent Peters, Hélène Dirix, Veerle Ross, Geert Wets, Johan A. Verbraecken, An Neven, Jean‐Marie Aerts · 2024 · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
43. Direct Growth and Integration of Silicon Nanowire Transistors on Polymer Substrates
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44. Understanding Human Daily Experience Through Continuous Sensing: ETRI Lifelog Dataset 2024
    Se Won Oh, Hyuntae Jeong, Seungeun Chung, J. Lim, Kyoung Ju Noh, Sunkyung Lee, Gyuwon Jung · 2025 · International Conference on Information and Communication Technology Convergence (ICTC)
45. Digital health technologies under the new EU Medical Devices Regulation: monitoring and governing intended versus actual use
    Helen Wenshin Yu · 2021 · BMJ Innovations
46. Archetypal physiological responses to prolonged wakefulness
    Matthew S. Daley, Krystina Diaz, Hugo Fernando Posada-Quintero, Youngsun Kong, Ki H. Chon, Jeffrey Bolkhovsky · 2022 · Biomedical Signal Processing and Control
47. A Topical Review of Conjunctive Heart Rate Variability Biofeedback and Acceptance and Commitment Therapy for Pediatric Disorders of Gut–Brain Interaction
    Katelyn Freeman Baez, Nicholas S. Lackey, Vanoosheh Ferdousian, Moe Fathi, Dennis F. Clarke, Marisa S. Mathias, Rachel Wynveen, Lizabeth Weiss, Richard Gevirtz · 2023 · Clinical Practice in Pediatric Psychology
48. Multifunctional wearable biopatch for real-time monitoring of physiological activities
    Yong-Kuk Lee, Musa Mahmood, Yun‐Soung Kim, Rex Hafenstine, Woon‐Hong Yeo · 2019 · Nano-, Bio-, Info-Tech Sensors, and Wearable Systems
49. Criterion Validation of an Open-source Wearable Physiological Sensors Device
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50. Artificial Intelligence for Health: Towards more intelligence or more artificial medicine?
    Soto Romero G · 2018 · Current Trends in Biomedical Engineering & Biosciences
51. At-home biofeedback therapy with wearable sensor and smartphone application: proof of concept
    Alma Šećerbegović, Mustafa Spahic, Amir Hasanbasic, Haris Hadzic, Vedad Mesic, Amera Sinanovic · 2021 · Telecommunications Forum (TELFOR)
52. Development of wearable, screen-printable conductive polymer biosensors on flexible and textile substrates
    Yohan Laffitte · 2021 · Summit (Simon Fraser University)
53. NMS 2018-2021 Life-sciences and healthcare project "Digital health: curation of healthcare data" - final report
    Nadia A. S. Smith, Marina Romanchikova, Ignacio Xavier Partarrieu, E Cooke, Agnieszka Lemańska, Spencer A. Thomas · 2021
54. Investigating Aesthetic Preferences in Wearable Devices via the Unified Model of Aesthetics: A Review
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55. Technological Innovations in Rehabilitation: Wearable Devices and Sensors
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56. The relationship between academic stress and educational anxiety in student athletes: exploring biofeedback technology as an intervention
    Li Lunhua · 2025 · Current Psychology
57. Delphi Assessment of Home-Based Digital Healthcare for Aging Patients: A Biopsychosocial Perspective
    Miguel Ángel Gandarillas Solinís, Ricardo Sánchez-de-Madariaga, Adolfo Muñoz Carrero, Nandu Goswami · 2025 · Clinical Interventions in Aging
58. Wearable Devices Methodology: Opportunities and Challenges in Human Resource Management
    Sebastiano Massaro, Trevor Yu Kang Yang, George I. Christopoulos · 2025 · Human Resource Management Journal
59. Integrating Fitbit Wearables and Self-Reported Surveys for Machine Learning-Based State–Trait Anxiety Prediction
    Archana Velu, Jayroop Ramesh, Abdullah Ahmed, Sandipan Ganguly, Raafat Aburukba, Assim A. Sagahyroon, Fadi Aloul · 2025 · Applied Sciences
60. The Impact of Perceived Usefulness of Wearable Devices on Treatment Adherence in Fracture Patients: The Chain Mediating Roles of Self-Efficacy and Meaning in Life
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61. A scoping review of music-based digital therapeutics for stress, anxiety, and depression
    Tara Venkatesan, Andrew M. Demetriou, Audrey Hempel, Daniel Liu Bowling · 2026 · Frontiers in Human Neuroscience
62. The validation of measured and self-reported sleep duration and perceived sleep quality: an empirical study with three generations of smartwatches
    Christina T. Saliba, Angelina R. Wilton, Katharine E. Sheffield, Quantia Wilkes, Miriam Anacker, Colin P. West, Paul E. Croarkin, Liselotte N. Dyrbye, Sherry S. Chesak, William Victor Bobo et al. · 2026 · Frontiers in Psychiatry
63. Introductory Chapter: Smart Biofeedback – Perspectives and Applications
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64. Quantifying States and Transitions of Emerging Postural Control for Children Not Yet Able to Sit Independently
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65. Multimodal Minimally Invasive Wearable Technology for Epilepsy Monitoring: A Feasibility Study of the Periauricular Area
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66. OLEDs on Down-Converting Fabric by Using a High Scalable Planarization Process and a Transparent Polymeric Electrode
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68. Predicting high anger intensity using ecological momentary assessment and wearable-derived physiological data in a trauma-affected sample
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79. Wearables from Head to Toe: Are They Friend or Foe? An Empirical Landscaping of Health and Fitness Wearables and Apps in Six Countries to Identify Emerging Policy Challenges
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80. Utility of the Apple Watch Heart Rate Variability as a Non-invasive Marker of Volume Status in Heart Failure
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81. Smartphone Application With Health Coaching Facilitates Multi‐Symptom Improvement in IBS Patients: A Pilot Feasibility Trial
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82. Validity and reliability of an inertial measurement unit to assess jump performance
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83. Reliability and validity of the “XingXun” system for measuring punch acceleration and velocity in elite boxers
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89. “The More You Give the Wearable, the More It Gives You”: How Regular Exercisers Navigate Exercise Using Wearable Devices
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