A Validation of Six Wearable Devices for Estimating Sleep, Heart Rate and Heart Rate Variability in Healthy Adults

Miller, Dean J., Sargent, Charli, Roach, Gregory D.·2022·Sensors

Cited by (328)

Items 201–300 of 328

  1. Tobacco Use Trajectories and Associated Changes in Biometrics and Sleep During the First 72 Weeks of Wearable Membership: Observational Cohort Study
    Dylan J. Curran, Josh Leota, William von Hippel, Finnbarr Fielding, Christopher J Chapman, Jenna G. Cohen, David M. Presby, Reha Jhunjhunwala, Kristen Erika Holmes, Gregory J. Grosicki · 2026 · JMIR mhealth and uhealth
  2. Evaluating Wearable Devices for Remote Monitoring in Psychosis: Pilot Study Nested Within the CONNECT Cohort Study
    Siân Bladon, John D. Ainsworth, Roberto Cahuantzi, Matteo Cella, Richard Drake, Emily Eisner, Richard Emsley, Sophie Faulkner, Kathryn Greenwood, Andrew Ian Gumley et al. · 2026 · JMIR Formative Research
  3. Evaluating wearable sensor placement for cardiovascular monitoring: A human-centered and ergonomic perspective
    Mohammad Y. Al-Daraghmeh, Richard Stone, Ahmad Abdelhafiz Mumani, Nell Jaskowiak · 2026 · International Journal of Industrial Ergonomics
  4. Accuracy of Photoplethysmography-Derived Pulse Rate Variability Compared with Electrocardiography-Derived Heart Rate Variability: A Systematic Review and Meta-Analysis
    Shiwen Xu, Hao Liu, Zhengliang Liu, Peng Su, Zhuangzhuang Gu · 2026 · Sensors
  5. Heart rate variability–guided endurance training: evaluating strengths, weaknesses, opportunities, and threats for load prescription and adjustment
    Marcelle Schaffarczyk, Billy Sperlich · 2026 · Frontiers in Sports and Active Living
  6. Verify of Left and Right Differences in Sleep Index using the Ring-type Sensor
    Yutaka Yoshida, Emi Yuda · 2024 · Advances in Science Technology and Engineering Systems Journal
  7. Is Acute Lower Back Pain Associated with Heart Rate Variability Changes? A Protocol for Systematic Reviews
    Gema Sanchís-Soler, Juan Tortosa‐Martínez, Sergio Sebastiá-Amat, Iván Chulvi‐Medrano, Juan Manuel Cortell-Tormo · 2024 · Healthcare
  8. Evolution of sport wearable global navigation satellite systems’ receivers: A look at the Garmin Forerunner series
    Tomasz Szot · 2024 · Proceedings of the Institution of Mechanical Engineers Part P Journal of Sports Engineering and Technology
  9. Alternative diagnostische Verfahren in der respiratorischen Schlafmedizin
    Nora-Maria Burian, J. Ulrich Sommer, Joachim Theodor Maurer, Anna Heidbreder, Boris Alexander Stuck · 2024 · Somnologie - Schlafforschung und Schlafmedizin
  10. Performance of the Verily Study Watch for measuring sleep compared to polysomnography
    Sohrab Saeb, Benjamin W. Nelson, Poulami Barman, Nishant Verma, Hannah Allen, Massimiliano de Zambotti, Fiona C. Baker, Nicole Arra, Niranjan Sridhar, Shannon S. Sullivan et al. · 2024 · Frontiers in Sleep
  11. The Impact of Sleep Deprivation on Orthopaedic Surgeons: A Systematic Review
    Colin Lipps, Michelle M. Lawson, Natasha S. McKibben, Jacqueline Munch Brady, Zachary Mark Working · 2025 · Journal of Sleep Research
  12. Can peripheral psychophysiological markers predict response to exposure-based cognitive behavioral therapy in youth with severely impairing irritability? A study protocol
    Lana Ruvolo Grasser, Trinity Erjo, Matthew S. Goodwin, Reut Naim, Ramaris E. German, Jamell White, Lisa M. Cullins, Wan‐Ling Tseng, Joel Stoddard, Melissa A. Brotman · 2023 · Research Square
  13. Feasibility of cognitive neuroscience data collection during a speleological expedition
    Anita Paas, Hugo R. Jourde, Arnaud Brignol, Marie‐Anick Savard, Zseyvfin Eyqvelle, Samuel Bassetto, Giovanni Beltrame, Emily B. J. Coffey · 2023 · bioRxiv (Cold Spring Harbor Laboratory)
  14. Digital risk score sensitively identifies presence of α-synuclein aggregation or dopaminergic deficit
    Ann‐Kathrin Schalkamp, Kathryn J. Peall, Neil Andrew Harrison, Valentina Escott‐Price, Payam Mamaani Barnaghi, Cynthia Sandor · 2024 · medRxiv
  15. Effect of combined Respiratory Muscle Training on Sleep and Cardiovascular Biometrics in a non-clinical cohort
    Travis Anderson, Kerry Martin, Nina Bausek · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
  16. The Effect of Wearable Activity Tracker Social Behaviors on Physical Activity and Exercise Self-efficacy (Preprint)
    Amanda Bireline, Derek J. Hevel, Paul Davis · 2025
  17. Review and Content Analysis of Mobile Applications for Heart Rate Variability (Preprint)
    Eline de Jager, Brian Caulfield, Evgenia Angelidi, Sinéad Holden · 2025
  18. Who is missing? A scoping review on the representation of different populations in studies assessing the validity of consumer wearable PPG-based measurements (Preprint)
    Rebecca M. Schipper, Fatime Oumar Djibrillah, Meyke Roosink, Laura H.H. Winkens, Arlene John, Eric J. Hazebroek, Annemieke Witteveen, Agnes A. M. Berendsen · 2025
  19. Does the Sleep Regularity Questionnaire capture objective sleep–wake regularity? Evidence from wearable and sleep diary data
    Matthew William Driller, Michael E. Bodner, Alyssa M. Fenuta, Shauna Stevenson, Haresh T. Suppiah · 2026 · medRxiv
  20. Sleep and temperature data from wearable devices support noninvasive detection of diabetes mellitus in a large-scale, retrospective analysis
    Viswanath, Varun K., Navaneethan, Shreenithi, Burks, Jamison H., Soltani, Severine, Kasl, Patrick, Hartogensis, Wendy, Dilchert, Stephan, Hecht, Frederick M., Mason, Ashley E., Wang, Edward J. et al. · 2026 · Communications Medicine
  21. Data Science and Geriatric Anesthesia Research
    Mani Ratnesh S. Sandhu, Mayanka Tickoo, Amit Bardia · 2023 · Anesthesiology Clinics
  22. Digital health in respiratory sleep disorders
    2023 · European Respiratory Society eBooks
  23. Emerging technologies to monitor sleep and circadian rhythms
    Renaud Tamisier, Sébastien Baillieul, Jean‐Louis Pépin · 2023 · European Respiratory Society eBooks
  24. The night-time sleep and autonomic activity of male and female professional road cyclists competing in the Tour de France and Tour de France Femmes
    Charli Sargent, Summer R. Jasinski, Emily R. Capodilupo, Jeremy Powers, Dean J. Miller, Gregory Daniel Roach · 2023 · medRxiv
  25. Accuracy of Fitbit Charge 4, Garmin Vivosmart 4 and WHOOP vs polysomnography: a review of the literature (Preprint)
    An-Marie Schyvens, Nina Catharina Van Oost, Jean‐Marie Aerts, Federica Masci, Brent Peters, An Neven, Hélène Dirix, Geert Wets, Veerle Ross, Johan A. Verbraecken · 2023
  26. An Enhanced Cardiac Auscultation Approach for the detection of abnormal Heartbeat and murmur based on Multimodal Deep Learning
    Haseeb Jan, Chen Tang · 2023 · Research Square
  27. Assessment of Sleep and Sleep Disruption
    Ana I. Fins, Ashley M. Stripling, Natalie D. Dautovich, Sahar M. Sabet, Sarah M. Ghose · 2024 · SpringerBriefs in psychology
  28. Accuracy and reliability of wristband smartwatch-based estimation of circadian rhythm of heart rate in stroke patients
    Lin Yao, Xi Pan, Yiqun Yang, Weiying Zhong, J. Li, Zhi Wang, Lan Xu · 2024 · Neurology Asia
  29. COVID-19 surveillance based on consumer wearable devices
    Chunbo Zhang, Aijun Sun, Jiping Liao, Cheng Zhang, Kunyao Yu, Xiaoyu Ma, Guangfa Wang · 2024 · Digital Health
  30. Data Science and Geriatric Anesthesia Research
    Mani Ratnesh S. Sandhu, Mayanka Tickoo, Amit Bardia · 2024 · Clinics in Geriatric Medicine
  31. Heart Rate Index as a Measure of Physical Workload in Chainsaw Operations
    Eva Abramuszkinová Pavlíková, Pavel Nevrkla, Martin Röhrich · 2024 · Applied Sciences
  32. The Use of Principal Component Analysis for Reduction in Sleep Quality and Quantity Data in Female Professional Soccer
    Eider Barba, David Casamichana, Pedro Figueiredo, Fábio Yuzo Nakamura, Julen Castellano · 2024 · Sensors
  33. Use of modern technologies in the performance analysis of an elite runner
    Ondřej Lampa, Šárka Cenková, Roman Vala, Lukáš Chmelíř, Lukáš Souček, Václav Šimčík, Lukáš Havránek · 2025 · Slovak Journal of Sport Science
  34. Objective Markers of Sleep Quality in the Acute Postoperative Period After Primary Total Knee Arthroplasty: A Pilot Study
    Yash P. Chaudhry, Hunter Hayes, Efstratios Papadelis, Thomas S. Muzzonigro, Kenneth Wojnowski, Jackson Harvi, Andrew M. Star · 2024 · Journal of the American Osteopathic Academy of Orthopedics
  35. Advanced nanosensors for smart healthcare
    Ammara Aziz, Umama Noor, Uswa Rana, Andleeb Anjum Qazalbash, M. Anis Noor, Muhammad Afzal, Adeel Afzal, Adnan Mujahid, Waheed S. Khan, Sadia Zafar Bajwa · 2025 · Elsevier eBooks
  36. Associations Between Wearable-Derived Sleep and Physiological Metrics With Performance in Professional Golfers
    Gregory J. Grosicki, William von Hippel, Finnbar Fielding, Jeongeun Kim, Christopher Chapman, Kristen Erika Holmes · 2025 · medRxiv
  37. Relationships between smart ring-measured sleep variables and next-day basketball game performance: A case series
    Jennifer B. Fields, Joseph Hahn, Andrew R. Jagim, Erica L. King, Leah Allen, Conor F. Horlock, Margaret T. Jones · 2025 · International Journal of Sports Science & Coaching
  38. Congruence and wearable bio-trackers: a new look at an old concept with mixed methods self-as-subject examples
    Jeffrey H. D. Cornelius‐White · 2025 · Person-Centered & Experiential Psychotherapies
  39. Polysomnography and Emerging Technologies to Evaluate Sleep Disorders
    Thomas Penzel, Ingo Fietze, Martin Glos, Lisa Rosenblum, Matthew Salanitro · 2025 · Oxford University Press eBooks
  40. Digital Innovations for Managing Sleep Problems in Adolescents
    Aliza Werner‐Seidler, Kate Maston, Sophie H. Li · 2025 · Psychiatric Clinics of North America
  41. The effect of examination stress on students’ nocturnal sleep metrics studied with custom ECG holter and accelerometer
    Шумов Дмитрий Ефимович, Dmitry S. Sveshnikov, Denis Kuznetsov, Elena B. Yakunina, Zarina V. Bakaeva, Л. Г. Токарева, Dmitry Yu. Izmailov · 2025 · S S Korsakov Journal of Neurology and Psychiatry
  42. Analysis of the problem of the IT-sphere employees burnout problem, using hardware-software facilities (Ukr)
    Matvii Kuchapin, Олена Олександрівна Шевченко, M. S. Shyrokopetleva, R. V. Kotelnikov, O. O. Filipov · 2025 · Scientific Works of Vinnytsia National Technical University
  43. Sleep Architecture Immediately After a Sport-Related Concussion Sustained During a Professional Rugby Union Match: A Retrospective Case Study
    Kanon Uchiyama, Peter Peeling, Shona Leigh Halson, Machar M. Reid, Karen Elizabeth Wallman, Jennifer H. Walsh, Simon Thomas, Olivier Girard · 2025 · International Journal of Sports Physiology and Performance
  44. Heart rate variability – what to know about this biometric most fitness trackers measure
    Anne R. Crecelius · 2022
  45. Heavy Hitters, Light Sleepers: Collision Frequency and Locomotor Load on Sleep Architecture in Professional Rugby Union Players
    Kanon Uchiyama, Peter Peeling, Shona Leigh Halson, Machar M. Reid, Karen Elizabeth Wallman, Jennifer H. Walsh, Simon Thomas, Olivier Girard · 2025 · European Journal of Sport Science
  46. The menstrual cycle through the lens of a wearable device: insights into physiology, sleep, and cycle variability
    Alexander Gonzalez, Johanna J. O’Day, Sarah C. Johnson, Jeongeun Kim, Summer R. Jasinski, Kristen Erika Holmes, Scott L. Delp, Jennifer L. Hicks · 2026 · npj Digital Medicine
  47. HEART RATE VARIABILITY IN ATHLETES: INDICATOR OF TRAINING LOAD, RECOVERY AND CARDIOVASCULAR HEALTH
    Katarzyna Urbańska, Anna Hawryluk, Adam Żuczek, Kinga Dyndał, Marcelina Broda, Olga Żuczek, Izabela Szczap, Kamil Marzec, Aleksandra Mokrzycka, Patrycja Jędrzejewska-Rzezak · 2025 · International Journal of Innovative Technologies in Social Science
  48. Automated Signal Quality Assessment for rPPG: A Pulse-by-Pulse Scoring Method Designed Using Human Labelling
    Lieke Dorine van Putten, Aristide Jun Wen Mathieu, Simon Wegerif · 2025 · Applied Sciences
  49. Persistent Multi-System Impairments Detected by Wearable Monitoring in Long COVID Cases reporting Fatigue up to Three Years Post-Infection
    Michele Orini, Callum Stuart, Alexandra Jamieson, Alba Fernández‐Sanlés, Yatharth Ranjan, Dylan M. Williams, Lee Hamill Howes, Andrew Wong, Valentina Giunchiglia, William R. Trender et al. · 2025 · Research Square
  50. Agreement between Fitbit Versa 4 and a reference standard on time-domain nocturnal heart rate variability: A pilot study
    Andrew J. Nasr, Khosrow Behbehani, Jijia Wang, Chris J. Pierson, Robin B. Jarrett, Tracy L. Greer, Jason A. Zafereo · 2025 · Digital Health
  51. Feasibility of sleep assessment modalities in children with Lennox-Gastaut syndrome.
    Gita Gupta, L. M. O'Brien, Fauziya Hassan, Jonathan C Jun, Stephanie Rau, Arushi Gupta, Raayed Saeed, R. Shellhaas · 2025 · Seminars in Pediatric Neurology
  52. Effect of Travel on Sleep Patterns and Athletic Performance in Female Professional Tennis Players: A Retrospective Cohort Study Utilizing WHOOP 3.0 Tracking
    Jennifer Roth Maynard, Jeff P. Nadwodny, Chen-min S. Hung, Mantavya Punj, Daniel Almodovar-Frau, Ben Teune, Kathleen Ann Stroia · 2025 · Sports Health A Multidisciplinary Approach
  53. Effects of Examination Stress on Students’ Nocturnal Sleep Metrics Studied with Custom ECG Holter and Accelerometer
    Шумов Дмитрий Ефимович, Dmitry S. Sveshnikov, Denis Kuznetsov, Elena B. Yakunina, Zarina V. Bakaeva, Л. Г. Токарева, Dmitry Yu. Izmailov · 2025 · Neuroscience and Behavioral Physiology
  54. A semi-randomised control trial assessing psychophysiological effects of breathwork and cold immersion
    Nadia Fox, Hannah Biddell, Jemma B. King · 2025 · Scientific Reports
  55. Accurate comparison of wearables requires contextual equivalence
    Gregory J. Grosicki, David M. Presby · 2025 · Physiological Reports
  56. Additional file 2 of Characterising illness stages and recovery trajectories of eating disorders in young people via remote measurement technology (STORY): a multi-centre prospective cohort study protocol
    Carina Kuehne, Matthew D. Phillips, Sarah Moody, Callum Bryson, Iain C. Campbell, Pauline Conde, Nicholas Cummins, Sylvane Desrivières, Judith Dineley, Richard Dobson et al. · 2024 · Figshare
  57. Additional file 1 of Characterising illness stages and recovery trajectories of eating disorders in young people via remote measurement technology (STORY): a multi-centre prospective cohort study protocol
    Carina Kuehne, Matthew D. Phillips, Sarah Moody, Callum Bryson, Iain C. Campbell, Pauline Conde, Nicholas Cummins, Sylvane Desrivières, Judith Dineley, Richard Dobson et al. · 2024 · Figshare
  58. Additional file 1 of The Night-Time Sleep and Autonomic Activity of Male and Female Professional Road Cyclists Competing in the Tour de France and Tour de France Femmes
    Sargent, Charli, Summer R. Jasinski, Emily R. Capodilupo, Jeremy Powers, Dean J. Miller, Gregory Daniel Roach · 2024 · Figshare
  59. Experimental justification of the prospects for using Sleep Cycle and Polar Vantage V in sports somnology
    Aleksandr Vetosh · 2025 · Uchenye zapiski universiteta imeni P F Lesgafta
  60. Evaluation of the Validity and Lateral Differences of Ring-Type Wearable Sensors for Heart Rate and Heart Rate Variability Monitoring Under Multiple Conditions
    Emi Yuda, Junichiro Hayano · 2025 · Technologies
  61. SLEEP OPTIMIZATION FOR RECOVERY, HEALTH AND PERFORMANCE IN ATHLETES - A LITERATURE REVIEW
    Paulina Bernecka, Oliwia Sójkowska-Sławińska, Anna Leśniewska, Patryk Macuk, Michał Gniedziejko, Jakub Roszak, Bartosz Michał Skorupski, Natalia Strumnik, Agata Firkowska · 2025 · International Journal of Innovative Technologies in Social Science
  62. Wearable technology-derived digital biomarkers for non-invasive assessment of erectile dysfunction: a cross-sectional pilot study
    Tunahan Ateş, Ibrahim Halil Sukur, Fesih Ok, İsmail Önder Yılmaz, Mehmet Gurkan Arikan, Nebil Akdoğan, Mutlu Değer · 2026 · International Urology and Nephrology
  63. Detecting sleep stages after stroke using wearable sensors: machine learning design and challenges
    Jacob Sindorf, Megan K. O’Brien, Aashna Sunderrajan, Vineet Arora, Arun Jayaraman · 2026 · BMJ Digital Health & AI
  64. Thermal and photic modulation of human sleep architecture and autonomic adaptation during an Antarctic summer expedition
    Marek Sokol, Petr Volf, Jakub Holuša, Michael Matějka, Jan Hejda, Patrik Kutílek · 2026 · Journal of Thermal Biology
  65. Disconnection Between Self-Reported Wellbeing and Heart Rate Variability from Wearables
    Corey T. Ungaro, Anthony S. Wolfe, Zadok Isaacs, Peter John D. De Chavez, Eric C. Freese · 2026 · Sensors
  66. Exploring Sleep and Nocturnal Physiology in Elite and Recreational Female Athletes
    Madison A. Pearson, Jonathon J. S. Weakley, Josh Leota, Rich D. Johnston, Gregory Daniel Roach, Charli Sargent, Shona Leigh Halson · 2026 · International Journal of Sports Physiology and Performance
  67. Variations in Estrogen, Progesterone, and Nocturnal Physiology Are Not Associated with Performance and Sleep Within and Between Menstrual Cycles
    Madison A. Pearson, Jonathon J. S. Weakley, Rich D. Johnston, Francesca Fernandez, Gabriella Munteanu, Shona Leigh Halson · 2026 · Medicine & Science in Sports & Exercise
  68. The Effect of Muscle-Damaging Exercise in the Heat on Sleep
    Marcos S. Keefe, R. Patrice Dunn, Casey Robert Appell, Nigel Cyril Jiwan, Hui‐Ying Luk, Jan-Joseph S. Rolloque, Yasuki Sekiguchi · 2026 · Sports Health A Multidisciplinary Approach
  69. МОНИТОРИНГ МИКРОЦИРКУЛЯТОРНО-ТКАНЕВЫХ СИСТЕМ В КОНЕЧНОСТЯХ ОРГАНИЗМА ЧЕЛОВЕКА ВО ВРЕМЯ РАЗЛИЧНЫХ ФАЗ СНА
    V.S. Yanushin, Yulia I. Loktionova, Елена Валерьевна Жарких, Д. Ф. Клеева, В. В. Сидоров, Alexander I. Krupatkin, Дунаев Андрей Валерьевич · 2024 · Смоленский медицинский альманах
  70. Maternal Heart Rate Variability and Preterm Birth: A Systematic Review (Preprint)
    Zahra Sharifi-Heris, Mahkameh Rasouli, Rebekah Child · 2026
  71. Effect of Wearable Activity Tracker Social Behaviors on Physical Activity and Exercise Self-Efficacy: Real-World Pilot Study
    Amanda Bireline, Derek J. Hevel, Paul G. Davis · 2026 · JMIR Formative Research
  72. Robustness and value of data from the Oura Ring for personal monitoring in extreme environments with implications for clinical use: an observational study in an unassisted ski traverse of Antarctica
    Natalie Taylor, Robert M. Gifford, Michael Eager, Adrian J. Wilson · 2026 · BMJ Innovations
  73. Trajectories and associations between wearable-derived mobility, patient-reported outcomes, clinical measures and clinical indicators following total knee arthroplasty: The IMPACT project protocol
    Daniel Hickey, Rory Lambe, Quentin Le Cornu, Anthony Pierce, Ian Byrne, Cailbhe Doherty, Brian Caulfield · 2026 · PLoS ONE
  74. Data-Driven Insights & Predictive Modeling in Fitness Tracking
    Nabeel M Sheikh, Amit Kumar, Vansh Agarwal · 2026 · IEEE SoutheastCon
  75. Exploring the use of wearable devices for sleep self-monitoring among nurses: a feasibility observational cohort study (Preprint)
    Siew Hoon Lim, Fazila Binte Abu Bakar Aloweni, Phyllis Ong, Shin Yuh Ang · 2026
  76. Association between energy availability and sleep quality in elite female and male swimmers: a brief report
    Emily A. Lundstrom, Mary Jane De Souza, Megan E. Conklin, Nancy I. Williams · 2026 · Journal of the International Society of Sports Nutrition
  77. Hybrid digital intervention cohort in university students: feasibility pilot study using smartphone- and smartwatch-based monitoring and ecological momentary interventions
    Mingyue Chen, M Movia, Xin Hui Chua, Sarah Yi Xuan Tan, Shenglin Zheng, Kaiyi Jin, Thitikorn Topothai, Natarajan Padmapriya, Sarah Edney, Falk Müller‐Riemenschneider · 2026 · medRxiv
  78. Evaluating WHOOP wearable metrics as predictors of Division I collegiate volleyball performance
    Asha D. Phillips, Zach F. Droll, Andrew J. Mauldin, Matthew D. Ruiz · 2026 · Sustainability and Sports Science Journal
  79. Automated segmentation of heart-rate time series in elite female futsal players: a threshold-based method to detect Rest, Activation, Exercise and Recovery phases
    SERGIO AMAT, Sonia Busquier, Diego Hernán Villarejo-García, Manuel Gomez-Lopez, José Pino‐Ortega · 2026 · International Journal of Computer Mathematics
  80. Performance evaluation of finger-worn devices for sleep stage classification and sleep apnea detection: a systematic review and meta-analysis
    Yexin Jin, Jiawen Xu, Huijun Yue, Yuzhang Huang, Wenjun Ma, Xiu-Di Fan, Heming Wang, Lin Xu, Jiao Wang · 2026 · Journal of Translational Medicine
  81. Mobile Apps for Heart Rate Variability: App Store Search and Content Analysis
    Eline de Jager, Brian Caulfield, Evgenia Angelidi, Sinéad Holden · 2026 · JMIR Cardio
  82. Effects of reducing screen media use on mental health, sleep, physical activity, heart rate variability, and behavioral patterns in peergroups of young people: a study protocol for a cluster-randomized controlled trial
    Jesper Schmidt‐Persson, Anne Kær Gejl, Kasper Berg Philipsen, Maja Sulstad Johansen, Jonas Mathiesen, Rachael Taylor, Trine Flensborg‐Madsen, Peter Lund Kristensen, Anders Grøntved · 2026 · BMC Psychology
  83. Relationship Between Menstrual Phase-Induced Sleep Variations and Performance in Elite Female Rowers
    Prashu Ethirajan, Sai Vineet Damodar Premkumar, Sai Aditya Raman, Rohit K R, Thiagrajan K A, Arumugam Sivaraman, Vignesh Ram Kasthuri, Nithila Sundresh · 2026 · Cureus
  84. Functional nanotextiles for energy harvesting and conversion
    Varun Thottathil Sasi, Srikanth Ponnada, GRAZYNA SIMHA MARTYNKOVA, Subash Chandra Bose Rapaka · 2026 · Elsevier eBooks
  85. How has the Oura Ring been used in research? A Scoping Review (Preprint)
    Justin Jackson, In-Whi Hwang, Anel Hurtado, Eduardo E. Bustamante, Lauretta T. Quinn, Krista A Varady, Rrita Zejnullahi, Paul R. Hibbing · 2026
  86. Project FURTHER: A Physiological, Biomechanical, and Psychosocial Profile of an All-Female 6-Day Ultramarathon Race
    Hannah G. Caldwell, Trent Stellingwerff, Rob J. Gathercole, Andy Hung, Sarah A. Purcell, Christopher Napier, Chris J. McNeil, Erica V. Bennett, Sharleen Hoar, Sarah A. Craven et al. · 2026 · Sports Medicine - Open
  87. Ladders to better health? Identifying the cognitive pathways and barriers to value attainment in wearable health device usage
    Caining Li, X D Chen, Lai Wei · 2026 · Digital Health
  88. Tracking the longitudinal course of physiologic and mental health functioning among individuals in substance use disorder treatment
    Wendy Insalaco, Charlotte Clapham, Brett W. Gelino, Jami L. Mayo, Brianna Billings, Jennifer D. Ellis, J. Gregory Hobelmann, Andrew S. Huhn, Vadim Zipunnikov, Jill A. Rabinowitz · 2026 · Frontiers in Psychiatry
  89. The Representation of Different Populations in Studies Assessing the Validity of Consumer Wearable Photoplethysmography-Based Measurements: Scoping Review
    Rebecca M. Schipper, Fatime Oumar Djibrillah, Meyke Roosink, Laura H.H. Winkens, Arlene John, Eric J. Hazebroek, Annemieke Witteveen, Agnes A. M. Berendsen · 2026 · JMIR mhealth and uhealth
  90. WEARABLE HEALTH TECHNOLOGIES IN PREVENTIVE MEDICINE: SOCIAL, BEHAVIORAL, AND CLINICAL IMPLICATIONS – A LITERATURE REVIEW
    Ewa Maria Polewczak-Karp, Agnieszka Szwed, Aleksandra Soltys, Daria Aleksandra Warzocha-Żurek, Katarzyna Anna Borzęcka, Katarzyna Wawrzonek, Krystian Andryszko, Marcelina Dymon, Natalia Matylda Ziemba-Furgała, Paulina Krysa · 2026 · International Journal of Innovative Technologies in Social Science
  91. Context-Aware Wavelet Denoising of PPG Signals Using Clustered Accelerometer Features
    Matteo Ricci, Daniel Suárez, Vicente Bertomeu‐González, Arturo Martínez‐Rodrigo, Raúl Alcaraz, José Joaquín Rieta · 2026 · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany
  92. Nocturnal Heart Rate as a Marker of Thermal Vulnerability During Sleep in Older Adults: A 30‐Day Field Study
    Jong-Won Lee, Sang Hee Park, Seungyoup Lee, Kyuman Choi, Hyeon-jeong Yang · 2026 · Indoor Air
  93. Validation and Feasibility of a Consumer-Grade Wearable Sleep Monitoring Device and an Exploratory Evaluation of Sleep Characteristics and Associated Factors Among Nurses: Observational Cohort Study
    Siew Hoon Lim, Fazila Binte Abu Bakar Aloweni, Phyllis Ong, Shin Yuh Ang · 2026 · JMIR Nursing
  94. Smart-часы для медицины. Обзор
    И. А. Мизева, А.А. Кулеш · 2026 · Perm Scientific Center Journal
  95. A Computational Framework for Deep Phenotyping of Maternal Autonomic Resilience Using 65 Months of Continuous Wearable Biometric Data
    Chandler N. Buckingham, Kyle Johnson · 2026 · ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB)
  96. Effects of PeptiSleep™ on sleep modification and biometrics in adults with sleep impairment: A randomised, placebo-controlled pilot study
    Niamh Máire Mohan, Brian Keogh, Alessandro Adelfio, Ricardo Maldonado, Amanda Rao, Marco Altini, Nora Khaldi, Andrew Franklyn‐Miller · 2026 · Sleep Medicine X
  97. Perceived sleep disturbance in healthy women with a history of childhood emotional abuse is not reflected in objective sleep measures or nocturnal heart rate variability
    Samuel Trumm, An Bin Cho, Tina Bidiak, Stefanie Luippold, Christian Otte, Eugenia Kulakova, Katja Wingenfeld · 2026 · Frontiers in Psychiatry
  98. From fragmented neurotechnologies to closed-loop brain health systems: integrating artificial intelligence, digital health, digital twins, and advanced materials for brain disorders
    范若竹, Xian Wu · 2026 · Frontiers in Bioengineering and Biotechnology
  99. Outils connectés : où en est-on pour le diagnostic des troubles du sommeil ?
    Sylvie Royant‐Parola · 2025 · Elsevier eBooks
  100. Preliminary field evaluation and exploratory external-association analysis of a modified wellness questionnaire for short-term monitoring in elite male water polo players
    Zsolt Varga, Gergely Lukács, András Gárdonyi, Z Tarjanyi, Nándor Prikidánovics, Kinga Shenker-Horváth, Gábor Pavlik, Gábor Géczi, Sándor Sáfár, Krisztián Havanecz · 2026 · Frontiers in Sports and Active Living