This paper is in the following e-collection/theme issue:

Wearables and MHealth Reviews (260) Innovations and Technology for Physical Activity Education (703) Fitness Trackers and Smart Pedometers/Accelerometers (543) Wearable Devices and Sensors (825)

Published on in Vol 8, No 9 (2020): September

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/18694, first published .
Reliability and Validity of Commercially Available Wearable Devices for Measuring Steps, Energy Expenditure, and Heart Rate: Systematic Review

Reliability and Validity of Commercially Available Wearable Devices for Measuring Steps, Energy Expenditure, and Heart Rate: Systematic Review

Reliability and Validity of Commercially Available Wearable Devices for Measuring Steps, Energy Expenditure, and Heart Rate: Systematic Review

Authors of this article:

Daniel Fuller1, 2, 3 Author Orcid Image ;   Emily Colwell1 Author Orcid Image ;   Jonathan Low1 Author Orcid Image ;   Kassia Orychock1 Author Orcid Image ;   Melissa Ann Tobin4 Author Orcid Image ;   Bo Simango1 Author Orcid Image ;   Richard Buote4 Author Orcid Image ;   Desiree Van Heerden5 Author Orcid Image ;   Hui Luan6 Author Orcid Image ;   Kimberley Cullen1, 3 Author Orcid Image ;   Logan Slade4 Author Orcid Image ;   Nathan G A Taylor7 Author Orcid Image
Article Authors Cited by (276) Tweetations (102) Metrics

Journals

  1. Wang Y, Zhang Y, Bennell K, White D, Wei J, Wu Z, He H, Liu S, Luo X, Hu S, Zeng C, Lei G. Physical Distancing Measures and Walking Activity in Middle-aged and Older Residents in Changsha, China, During the COVID-19 Epidemic Period: Longitudinal Observational Study. Journal of Medical Internet Research 2020;22(10):e21632 View
  2. Mallow G, Siyaji Z, Galbusera F, Espinoza-Orías A, Giers M, Lundberg H, Ames C, Karppinen J, Louie P, Phillips F, Pourzal R, Schwab J, Sciubba D, Wang J, Wilke H, Williams F, Mohiuddin S, Makhni M, Shepard N, An H, Samartzis D. Intelligence-Based Spine Care Model: A New Era of Research and Clinical Decision-Making. Global Spine Journal 2021;11(2):135 View
  3. Bastos D, Ribeiro J, Silva F, Rodrigues M, Silva A, Queirós A, Fernández-Caballero A, Rocha N, Pereira A. SmartWalk BAN: Using Body Area Networks to Encourage Older Adults to Perform Physical Activity. Electronics 2020;10(1):56 View
  4. Moreno-Gutierrez S, Postigo-Martin P, Damas M, Pomares H, Banos O, Arroyo-Morales M, Cantarero-Villanueva I. ATOPE+: An mHealth System to Support Personalized Therapeutic Exercise Interventions in Patients With Cancer. IEEE Access 2021;9:16878 View
  5. Baldo T, de Lima L, Mendes L, de Araujo W, Paixão T, Coltro W. Wearable and Biodegradable Sensors for Clinical and Environmental Applications. ACS Applied Electronic Materials 2021;3(1):68 View
  6. Fuller D, Anaraki J, Simango B, Rayner M, Dorani F, Bozorgi A, Luan H, A Basset F. Predicting lying, sitting, walking and running using Apple Watch and Fitbit data. BMJ Open Sport & Exercise Medicine 2021;7(1):e001004 View
  7. Ballinger T, Althouse S, Olsen T, Miller K, Sledge J. A Personalized, Dynamic Physical Activity Intervention Is Feasible and Improves Energetic Capacity, Energy Expenditure, and Quality of Life in Breast Cancer Survivors. Frontiers in Oncology 2021;11 View
  8. Rahimy E, Usoz M, von Eyben R, Fujimoto D, Watanabe D, Karam A, Jairam-Thodla A, Mills M, Dorigo O, Diver E, Teng N, English D, Kidd E. Phase II trial evaluating efficacy of a Fitbit program for improving the health of endometrial cancer survivors. Gynecologic Oncology 2021;161(1):275 View
  9. Kane W, Hassinger T, Myers E, Chu D, Charles A, Hoang S, Friel C, Thiele R, Hedrick T. Wearable technology and the association of perioperative activity level with 30-day readmission among patients undergoing major colorectal surgery. Surgical Endoscopy 2022;36(2):1584 View
  10. Henriksen A, Johannessen E, Hartvigsen G, Grimsgaard S, Hopstock L. Consumer-Based Activity Trackers as a Tool for Physical Activity Monitoring in Epidemiological Studies During the COVID-19 Pandemic: Development and Usability Study. JMIR Public Health and Surveillance 2021;7(4):e23806 View
  11. Heikkilä P, Honka A, Kaasinen E, Väänänen K. Quantified factory worker: field study of a web application supporting work well-being and productivity. Cognition, Technology & Work 2021;23(4):831 View
  12. Akbar F, Mark G, Prausnitz S, Warton E, East J, Moeller M, Reed M, Lieu T. Physician Stress During Electronic Health Record Inbox Work: In Situ Measurement With Wearable Sensors. JMIR Medical Informatics 2021;9(4):e24014 View
  13. Capdevila L, Castro-Marrero J, Alegre J, Ramos-Castro J, Escorihuela R. Analysis of Gender Differences in HRV of Patients with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome Using Mobile-Health Technology. Sensors 2021;21(11):3746 View
  14. Szturm T, Kolesar T, Mahana B, Goertzen A, Hobson D, Marotta J, Strafella A, Ko J. Changes in Metabolic Activity and Gait Function by Dual-Task Cognitive Game-Based Treadmill System in Parkinson’s Disease: Protocol of a Randomized Controlled Trial. Frontiers in Aging Neuroscience 2021;13 View
  15. Macedo L, Richardson J, Battie M, Hancock M, Kwan M, Hladysh G, Zhuo L. Back to living well: community-based management of low back pain: a feasibility study. Pilot and Feasibility Studies 2021;7(1) View
  16. Bardus M, Borgi C, El-Harakeh M, Gherbal T, Kharroubi S, Fares E. Exploring the Use of Mobile and Wearable Technology among University Student Athletes in Lebanon: A Cross-Sectional Study. Sensors 2021;21(13):4472 View
  17. Kuenze C, Collins K, Pfeiffer K, Lisee C. Assessing Physical Activity After ACL Injury: Moving Beyond Return to Sport. Sports Health: A Multidisciplinary Approach 2022;14(2):197 View
  18. Ocagli H, Lorenzoni G, Lanera C, Schiavo A, D’Angelo L, Liberti A, Besola L, Cibin G, Martinato M, Azzolina D, D’Onofrio A, Tarantini G, Gerosa G, Cabianca E, Gregori D. Monitoring Patients Reported Outcomes after Valve Replacement Using Wearable Devices: Insights on Feasibility and Capability Study: Feasibility Results. International Journal of Environmental Research and Public Health 2021;18(13):7171 View
  19. Wan E, Ghanbari H, Akoum N, Itzhak Attia Z, Asirvatham S, Chung E, Dagher L, Al-Khatib S, Stuart Mendenhall G, McManus D, Pathak R, Passman R, Peters N, Schwartzman D, Svennberg E, Tarakji K, Turakhia M, Trela A, Yarmohammadi H, Marrouche N. HRS White Paper on Clinical Utilization of Digital Health Technology. Cardiovascular Digital Health Journal 2021;2(4):196 View
  20. Seehusen C, Wilson J, Walker G, Reinking S, Howell D. More Physical Activity after Concussion Is Associated with Faster Return to Play among Adolescents. International Journal of Environmental Research and Public Health 2021;18(14):7373 View
  21. Kingsnorth A, Patience M, Moltchanova E, Esliger D, Paine N, Hobbs M. Changes in Device-Measured Physical Activity Patterns in U.K. Adults Related to the First COVID-19 Lockdown. Journal for the Measurement of Physical Behaviour 2021;4(3):247 View
  22. Curran M, Tierney A, Collins L, Kennedy L, McDonnell C, Sheikhi A, Walsh C, Casserly B, Cahalan R. Accuracy of the ActivPAL and Fitbit Charge 2 in measuring step count in Cystic Fibrosis. Physiotherapy Theory and Practice 2022;38(13):2962 View
  23. Brackney D, Daughtridge E, Jensen M, Childers S, Tocci N, Wilson T, Meucci M. Feasibility of Play-Based Dance to Promote Physical Activity in Second Grade Students. American Journal of Health Education 2021;52(5):266 View
  24. Soulard J, Carlin T, Knitza J, Vuillerme N. Wearables for Measuring the Physical Activity and Sedentary Behavior of Patients With Axial Spondyloarthritis: Systematic Review. JMIR mHealth and uHealth 2022;10(8):e34734 View
  25. Ni Z, Wu T, Wang T, Sun F, Li Y. Deep Multi-Branch Two-Stage Regression Network for Accurate Energy Expenditure Estimation With ECG and IMU Data. IEEE Transactions on Biomedical Engineering 2022;69(10):3224 View
  26. Martín-Escudero P, Cabanas A, Dotor-Castilla M, Galindo-Canales M, Miguel-Tobal F, Fernández-Pérez C, Fuentes-Ferrer M, Giannetti R. Are Activity Wrist-Worn Devices Accurate for Determining Heart Rate during Intense Exercise?. Bioengineering 2023;10(2):254 View
  27. Kastelic K, Dobnik M, Löfler S, Hofer C, Šarabon N. Validity, Reliability and Sensitivity to Change of Three Consumer-Grade Activity Trackers in Controlled and Free-Living Conditions among Older Adults. Sensors 2021;21(18):6245 View
  28. Chevance G, Golaszewski N, Tipton E, Hekler E, Buman M, Welk G, Patrick K, Godino J. Accuracy and Precision of Energy Expenditure, Heart Rate, and Steps Measured by Combined-Sensing Fitbits Against Reference Measures: Systematic Review and Meta-analysis. JMIR mHealth and uHealth 2022;10(4):e35626 View
  29. Magnavita N, Di Prinzio R, Meraglia I, Vacca M, Soave P, Di Stasio E. Sleep in Residents: A Comparison between Anesthesiology and Occupational Medicine Interns. International Journal of Environmental Research and Public Health 2023;20(3):2356 View
  30. Giurgiu M, Nigg C, Fiedler J, Timm I, Rulf E, Bussmann J, Nigg C, Woll A, Ebner-Priemer U. The Assessment of 24-Hr Physical Behavior in Children and Adolescents via Wearables: A Systematic Review of Laboratory Validation Studies. Journal for the Measurement of Physical Behaviour 2022;5(4):263 View
  31. Ash G, Nally L, Stults-Kolehmainen M, De Los Santos M, Jeon S, Brandt C, Gulanski B, Spanakis E, Baker J, Weinzimer S, Fucito L. Personalized Digital Health Information to Substantiate Human-Delivered Exercise Support for Adults With Type 1 Diabetes. Clinical Journal of Sport Medicine 2023;33(5):512 View
  32. Wu K, Tamborini D, Renna M, Peruch A, Huang Y, Martin A, Kaya K, Starkweather Z, Zavriyev A, Carp S, Salat D, Franceschini M. Open-source FlexNIRS: A low-cost, wireless and wearable cerebral health tracker. NeuroImage 2022;256:119216 View
  33. Subhan F, Mirza A, Su’ud M, Alam M, Nisar S, Habib U, Iqbal M. AI-Enabled Wearable Medical Internet of Things in Healthcare System: A Survey. Applied Sciences 2023;13(3):1394 View
  34. Correno M, Hansen C, Carlin T, Vuillerme N. Objective Measurement of Walking Activity Using Wearable Technologies in People with Parkinson Disease: A Systematic Review. Sensors 2022;22(12):4551 View
  35. Merrigan J, Stovall J, Stone J, Stephenson M, Finomore V, Hagen J. Validation of Garmin and Polar Devices for Continuous Heart Rate Monitoring During Common Training Movements in Tactical Populations. Measurement in Physical Education and Exercise Science 2023;27(3):234 View
  36. De Boer C, Ghomrawi H, Zeineddin S, Linton S, Kwon S, Abdullah F. A Call to Expand the Scope of Digital Phenotyping. Journal of Medical Internet Research 2023;25:e39546 View
  37. Yanmaz L, Okur S, Ersoz U, Senocak M, Turgut F. Two different smartwatches exhibit high accuracy in evaluating heart rate and peripheral oxygen saturation in cats when compared with the electrocardiography and transmittance pulse oximetry. Journal of the American Veterinary Medical Association 2022:1 View
  38. Mellema M, Gjøvaag T. Reported Outcome Measures in Studies of Real-World Ambulation in People with a Lower Limb Amputation: A Scoping Review. Sensors 2022;22(6):2243 View
  39. Devine J, Schwartz L, Hursh S. Technical, Regulatory, Economic, and Trust Issues Preventing Successful Integration of Sensors into the Mainstream Consumer Wearables Market. Sensors 2022;22(7):2731 View
  40. Master H, Annis J, Huang S, Beckman J, Ratsimbazafy F, Marginean K, Carroll R, Natarajan K, Harrell F, Roden D, Harris P, Brittain E. Association of step counts over time with the risk of chronic disease in the All of Us Research Program. Nature Medicine 2022;28(11):2301 View
  41. Charlton P, Kyriacou P, Mant J, Marozas V, Chowienczyk P, Alastruey J. Wearable Photoplethysmography for Cardiovascular Monitoring. Proceedings of the IEEE 2022;110(3):355 View
  42. Shei R, Holder I, Oumsang A, Paris B, Paris H. Wearable activity trackers–advanced technology or advanced marketing?. European Journal of Applied Physiology 2022;122(9):1975 View
  43. Gomez-Correa M, Cruz-Ortiz D. Low-Cost Wearable Band Sensors of Surface Electromyography for Detecting Hand Movements. Sensors 2022;22(16):5931 View
  44. Yamaga Y, Svensson T, Chung U, Svensson A. Association between Metabolic Syndrome Status and Daily Physical Activity Measured by a Wearable Device in Japanese Office Workers. International Journal of Environmental Research and Public Health 2023;20(5):4315 View
  45. Wang W, Cheng J, Song W, Shen Y. The Effectiveness of Wearable Devices as Physical Activity Interventions for Preventing and Treating Obesity in Children and Adolescents: Systematic Review and Meta-analysis. JMIR mHealth and uHealth 2022;10(4):e32435 View
  46. Wang D, Hu Q, Yang C. Biometric recognition based on scalable end-to-end convolutional neural network using photoplethysmography: A comparative study. Computers in Biology and Medicine 2022;147:105654 View
  47. Wattanapisit A, Ng C, Angkurawaranon C, Wattanapisit S, Chaovalit S, Stoutenberg M. Summary and application of the WHO 2020 physical activity guidelines for patients with essential hypertension in primary care. Heliyon 2022;8(10):e11259 View
  48. Osipov A, Patseev A, Patseev S. Analysis Algorithm of Biomedical Signals in Remote Monitoring Systems of Human Health. Doklady BGUIR 2023;21(1):5 View
  49. Shimura T, Sato S, Zalar P, Matsuhisa N. Engineering the Comfort‐of‐Wear for Next Generation Wearables. Advanced Electronic Materials 2023;9(9) View
  50. Duong T, Uher D, Montes J, Zanotto D. Ecological Validation of Machine Learning Models for Spatiotemporal Gait Analysis in Free-Living Environments Using Instrumented Insoles. IEEE Robotics and Automation Letters 2022;7(4):10834 View
  51. Hodkinson A, Kontopantelis E, Zghebi S, Grigoroglou C, McMillan B, Marwijk H, Bower P, Tsimpida D, Emery C, Burge M, Esmiol H, Cupples M, Tully M, Dasgupta K, Daskalopoulou S, Cooke A, Fayehun A, Houle J, Poirier P, Yates T, Henson J, Anderson D, Grey E, Panagioti M. Association Between Patient Factors and the Effectiveness of Wearable Trackers at Increasing the Number of Steps per Day Among Adults With Cardiometabolic Conditions: Meta-analysis of Individual Patient Data From Randomized Controlled Trials. Journal of Medical Internet Research 2022;24(8):e36337 View
  52. Argent R, Hetherington-Rauth M, Stang J, Tarp J, Ortega F, Molina-Garcia P, Schumann M, Bloch W, Cheng S, Grøntved A, Brønd J, Ekelund U, Sardinha L, Caulfield B. Recommendations for Determining the Validity of Consumer Wearables and Smartphones for the Estimation of Energy Expenditure: Expert Statement and Checklist of the INTERLIVE Network. Sports Medicine 2022;52(8):1817 View
  53. Truppa L, Nuti L, Mazzoleni S, Garofalo P, Mannini A. Quantitative Analysis of Performance Recovery in Semi-Professional Football Players after the COVID-19 Forced Rest Period. Sensors 2021;22(1):242 View
  54. De Calheiros Velozo J, Habets J, George S, Niemeijer K, Minaeva O, Hagemann N, Herff C, Kuppens P, Rintala A, Vaessen T, Riese H, Delespaul P. Designing daily-life research combining experience sampling method with parallel data. Psychological Medicine 2024;54(1):98 View
  55. Matlary R, Holme P, Glosli H, Rueegg C, Grydeland M. Comparison of free‐living physical activity measurements between ActiGraph GT3X‐BT and Fitbit Charge 3 in young people with haemophilia. Haemophilia 2022;28(6) View
  56. Zhang Y, Trace C. The quality of health and wellness self‐tracking data: A consumer perspective. Journal of the Association for Information Science and Technology 2022;73(6):879 View
  57. Pini N, Ong J, Yilmaz G, Chee N, Siting Z, Awasthi A, Biju S, Kishan K, Patanaik A, Fifer W, Lucchini M. An automated heart rate-based algorithm for sleep stage classification: Validation using conventional polysomnography and an innovative wearable electrocardiogram device. Frontiers in Neuroscience 2022;16 View
  58. Mangona L, Brasil I, Prista A, Farinatti P. Energy Expenditure, Intensity, and Perceived Effort in Recreational Functional Training. Research Quarterly for Exercise and Sport 2023:1 View
  59. Niven A, Ainge J, Allison M, Gorely T, Kelly P, Ozakinci G, Ryde G, Tomaz S, Warne S, Whiteford V, Greenwood C. Building partnerships: A case study of physical activity researchers and practitioners collaborating to build evidence to inform the delivery of a workplace step count challenge. Frontiers in Sports and Active Living 2023;4 View
  60. Giurgiu M, Timm I, Becker M, Schmidt S, Wunsch K, Nissen R, Davidovski D, Bussmann J, Nigg C, Reichert M, Ebner-Priemer U, Woll A, von Haaren-Mack B. Quality Evaluation of Free-living Validation Studies for the Assessment of 24-Hour Physical Behavior in Adults via Wearables: Systematic Review. JMIR mHealth and uHealth 2022;10(6):e36377 View
  61. Ahmed A, Aziz S, Qidwai U, Farooq F, Shan J, Subramanian M, Chouchane L, EINatour R, Abd-Alrazaq A, Pandas S, Sheikh J. Wearable Artificial Intelligence for Assessing Physical Activity in High School Children. Sustainability 2022;15(1):638 View
  62. Bian C, Ye B, Mihailidis A. The Development and Concurrent Validity of a Multi-Sensor-Based Frailty Toolkit for In-Home Frailty Assessment. Sensors 2022;22(9):3532 View
  63. Popham S, Burq M, Rainaldi E, Shin S, Dunn J, Kapur R. An Algorithm to Classify Real-World Ambulatory Status From a Wearable Device Using Multimodal and Demographically Diverse Data: Validation Study. JMIR Biomedical Engineering 2023;8:e43726 View
  64. Bruyneel A, Reinmann A, Pourchet T, Cuvelier V. Apport des activités culturelles pour la santé : exemples de visites guidées dans un musée pour des personnes âgées et des personnes ayant un handicap visuel. Kinésithérapie, la Revue 2021;21(238):29 View
  65. Femiano R, Werner C, Wilhelm M, Eser P. Validation of open-source step-counting algorithms for wrist-worn tri-axial accelerometers in cardiovascular patients. Gait & Posture 2022;92:206 View
  66. Thivel D, Corteval A, Favreau J, Bergeret E, Samalin L, Costes F, Toumani F, Dualé C, Pereira B, Eschalier A, Fearnbach N, Duclos M, Tournadre A. Fine Detection of Human Motion During Activities of Daily Living as a Clinical Indicator for the Detection and Early Treatment of Chronic Diseases: The E-Mob Project. Journal of Medical Internet Research 2022;24(1):e32362 View
  67. de Buisonjé D, Brosig F, Breeman L, Bloom E, Reijnders T, Janssen V, Kraaijenhagen R, Kemps H, Evers A. Put your money where your feet are: The real-world effects of StepBet gamified deposit contracts for physical activity. Internet Interventions 2023;31:100610 View
  68. Goergen C, Tweardy M, Steinhubl S, Wegerich S, Singh K, Mieloszyk R, Dunn J. Detection and Monitoring of Viral Infections via Wearable Devices and Biometric Data. Annual Review of Biomedical Engineering 2022;24(1):1 View
  69. Tobin S, Williams P, Baron K, Halliday T, Depner C. Challenges and Opportunities for Applying Wearable Technology to Sleep. Sleep Medicine Clinics 2021;16(4):607 View
  70. Nuuttila O, Korhonen E, Laukkanen J, Kyröläinen H. Validity of the Wrist-Worn Polar Vantage V2 to Measure Heart Rate and Heart Rate Variability at Rest. Sensors 2021;22(1):137 View
  71. Huhn S, Axt M, Gunga H, Maggioni M, Munga S, Obor D, Sié A, Boudo V, Bunker A, Sauerborn R, Bärnighausen T, Barteit S. The Impact of Wearable Technologies in Health Research: Scoping Review. JMIR mHealth and uHealth 2022;10(1):e34384 View
  72. Bube B, Zanón B, Lara Palma A, Klocke H. Wearable Devices in Diving: Scoping Review. JMIR mHealth and uHealth 2022;10(9):e35727 View
  73. Viciana J, Casado-Robles C, Guijarro-Romero S, Mayorga-Vega D. Are Wrist-Worn Activity Trackers and Mobile Applications Valid for Assessing Physical Activity in High School Students? Wearfit Study. Journal of Sports Science and Medicine 2022:356 View
  74. Picerno P, Iosa M, D’Souza C, Benedetti M, Paolucci S, Morone G. Wearable inertial sensors for human movement analysis: a five-year update. Expert Review of Medical Devices 2021;18(sup1):79 View
  75. Hsu J. Personalized Digital Health Beyond the Pandemic. The Journal for Nurse Practitioners 2022;18(7):709 View
  76. Mellema M, Risnes M, Mirtaheri P, Gjøvaag T. Impact of the COVID-19 restrictions on physical activity and quality of life in adults with lower limb amputation. Prosthetics & Orthotics International 2022;46(3):213 View
  77. ÇİĞDEM M, ŞAHİN S. A research on the perceptions of individuals and health professionals about the wearable technologies used in healthcare services. Journal of International Health Sciences and Management 2022;8(15):1 View
  78. Larsen L, Lauritzen M, Sinkjaer M, Kjaer T. The Effect of Wearable Tracking Devices on Cardiorespiratory Fitness Among Inactive Adults: Crossover Study. JMIR Cardio 2022;6(1):e31501 View
  79. Schiefer L, Treff G, Treff F, Schmidt P, Schäfer L, Niebauer J, Swenson K, Swenson E, Berger M, Sareban M. Validity of Peripheral Oxygen Saturation Measurements with the Garmin Fēnix® 5X Plus Wearable Device at 4559 m. Sensors 2021;21(19):6363 View
  80. Natalucci V, Marmondi F, Biraghi M, Bonato M. The Effectiveness of Wearable Devices in Non-Communicable Diseases to Manage Physical Activity and Nutrition: Where We Are?. Nutrients 2023;15(4):913 View
  81. Howell D, Wingerson M, Kirkwood M, Grubenhoff J, Wilson J. Early aerobic exercise among adolescents at moderate/high risk for persistent post-concussion symptoms: A pilot randomized clinical trial. Physical Therapy in Sport 2022;55:196 View
  82. Santo K. Can Digital Health Solutions Fill in the Gap for Effective Guideline Implementation in Cardiovascular Disease Prevention: Hope or Hype?. Current Atherosclerosis Reports 2022;24(9):747 View
  83. Støve M, Hansen E. Accuracy of the Apple Watch Series 6 and the Whoop Band 3.0 for assessing heart rate during resistance exercises. Journal of Sports Sciences 2022;40(23):2639 View
  84. Domin A, Uslu A, Schulz A, Ouzzahra Y, Vögele C. A Theory-Informed, Personalized mHealth Intervention for Adolescents (Mobile App for Physical Activity): Development and Pilot Study. JMIR Formative Research 2022;6(6):e35118 View
  85. Goh C, Wang N, Müller A, Yap R, Edney S, Müller-Riemenschneider F. Validation of Smartphones and Different Low-Cost Activity Trackers for Step Counting Under Free-Living Conditions. Journal for the Measurement of Physical Behaviour 2023;6(1):79 View
  86. Saito T, Suzuki H, Kishi A. Predictive Modeling of Mental Illness Onset Using Wearable Devices and Medical Examination Data: Machine Learning Approach. Frontiers in Digital Health 2022;4 View
  87. Gomes N, Pato M, Lourenço A, Datia N. A Survey on Wearable Sensors for Mental Health Monitoring. Sensors 2023;23(3):1330 View
  88. Ho W, Yang Y, Li T. Accuracy of wrist-worn wearable devices for determining exercise intensity. DIGITAL HEALTH 2022;8:205520762211243 View
  89. Golbus J, Pescatore N, Nallamothu B, Shah N, Kheterpal S. Wearable device signals and home blood pressure data across age, sex, race, ethnicity, and clinical phenotypes in the Michigan Predictive Activity & Clinical Trajectories in Health (MIPACT) study: a prospective, community-based observational study. The Lancet Digital Health 2021;3(11):e707 View
  90. Nayak A, Alhasani R, Kanitkar A, Szturm T. Dual-Task Training Program for Older Adults: Blending Gait, Visuomotor and Cognitive Training. Frontiers in Network Physiology 2021;1 View
  91. McDermott K, Nash P, Boyington A, Planell L, Joe S, Streifel K, Nichols G, Lucas B, Spence A, Campisi J. Effects of olfactory stimulus on group performance and individual stress responses in university students. Physiology & Behavior 2022;254:113905 View
  92. D’Mello R, Melcher J, Torous J. Similarity matrix-based anomaly detection for clinical intervention. Scientific Reports 2022;12(1) View
  93. Cain J. Counteracting the sedentary aspects of academia by incorporating physical activity into the educational process. Currents in Pharmacy Teaching and Learning 2022;14(10):1269 View
  94. Lavelle G, Norris M, Flemming J, Harper J, Bradley J, Johnston H, Fortune J, Stennett A, Kilbride C, Ryan J. Validity and Acceptability of Wearable Devices for Monitoring Step-Count and Activity Minutes Among People With Multiple Sclerosis. Frontiers in Rehabilitation Sciences 2022;2 View
  95. Ha Y, Lee S, Lee D, Kang Y, Choi W, An J. Effectiveness of a Mobile Wellness Program for Nurses with Rotating Shifts during COVID-19 Pandemic: A Pilot Cluster-Randomized Trial. International Journal of Environmental Research and Public Health 2022;19(2):1014 View
  96. Kristiansson E, Fridolfsson J, Arvidsson D, Holmäng A, Börjesson M, Andersson-Hall U. Validation of Oura ring energy expenditure and steps in laboratory and free-living. BMC Medical Research Methodology 2023;23(1) View
  97. Koch M, Matzke I, Huhn S, Gunga H, Maggioni M, Munga S, Obor D, Sié A, Boudo V, Bunker A, Dambach P, Bärnighausen T, Barteit S. Wearables for Measuring Health Effects of Climate Change–Induced Weather Extremes: Scoping Review. JMIR mHealth and uHealth 2022;10(9):e39532 View
  98. Smulligan K, Wingerson M, Seehusen C, Little C, Wilson J, Howell D. More Physical Activity Is Correlated With Reduction in Kinesiophobia for Adolescents With Persistent Symptoms After Concussion. Journal of Sport Rehabilitation 2023;32(2):196 View
  99. Wilde L, Sewell L, Percy C, Ward G, Clark C. What Are the Experiences of People with COPD Using Activity Monitors?: A Qualitative Scoping Review. COPD: Journal of Chronic Obstructive Pulmonary Disease 2022;19(1):88 View
  100. Honkoop P, Usmani O, Bonini M. The Current and Future Role of Technology in Respiratory Care. Pulmonary Therapy 2022;8(2):167 View
  101. Williamson Lewis R, Howell K, Effinger K, Meacham L, Wasilewski-Masker K, Mertens A, Gilleland Marchak J. Feasibility of Fitbit Use in Adolescent Survivors of Pediatric Cancer: Who Consistently Uses It and for How Long?. Journal of Adolescent and Young Adult Oncology 2023;12(4):529 View
  102. Uebelacker L, Epstein-Lubow G, Sillice M, O'Keeffe B, Kraines M, Battle C, Anderson B, Miller I, Abrantes A. Project MOVE: A randomized controlled trial of interventions for initiating and maintaining physical activity in depressed individuals. Mental Health and Physical Activity 2023;24:100508 View
  103. Benedetti D, Olcese U, Bruno S, Barsotti M, Maestri Tassoni M, Bonanni E, Siciliano G, Faraguna U. Obstructive Sleep Apnoea Syndrome Screening Through Wrist-Worn Smartbands: A Machine-Learning Approach. Nature and Science of Sleep 2022;Volume 14:941 View
  104. Nykänen T, Ojanen T, Heikkinen R, Fogelholm M, Kyröläinen H. Changes in Body Composition, Energy Metabolites and Electrolytes During Winter Survival Training in Male Soldiers. Frontiers in Physiology 2022;13 View
  105. Molina-Garcia P, Notbohm H, Schumann M, Argent R, Hetherington-Rauth M, Stang J, Bloch W, Cheng S, Ekelund U, Sardinha L, Caulfield B, Brønd J, Grøntved A, Ortega F. Validity of Estimating the Maximal Oxygen Consumption by Consumer Wearables: A Systematic Review with Meta-analysis and Expert Statement of the INTERLIVE Network. Sports Medicine 2022;52(7):1577 View
  106. He D, Wang Z, Khalil E, Donmez B, Qiao G, Kumar S. Classification of Driver Cognitive Load: Exploring the Benefits of Fusing Eye-Tracking and Physiological Measures. Transportation Research Record: Journal of the Transportation Research Board 2022;2676(10):670 View
  107. Martinko A, Karuc J, Jurić P, Podnar H, Sorić M. Accuracy and Precision of Consumer-Grade Wearable Activity Monitors for Assessing Time Spent in Sedentary Behavior in Children and Adolescents: Systematic Review. JMIR mHealth and uHealth 2022;10(8):e37547 View
  108. Strain T, Wijndaele K, Pearce M, Brage S. Considerations for the Use of Consumer-Grade Wearables and Smartphones in Population Surveillance of Physical Activity. Journal for the Measurement of Physical Behaviour 2022;5(1):8 View
  109. SMULLIGAN K, WINGERSON M, SEEHUSEN C, WILSON J, HOWELL D. Postconcussion Dizziness Severity Predicts Daily Step Count during Recovery among Adolescent Athletes. Medicine & Science in Sports & Exercise 2022;54(6):905 View
  110. Huber S, Knols R, Held J, Christen T, de Bruin E. Agreement, Reliability, and Concurrent Validity of an Outdoor, Wearable-Based Walk Ratio Assessment in Healthy Adults and Chronic Stroke Survivors. Frontiers in Physiology 2022;13 View
  111. Brahmbhatt D, Ross H, Moayedi Y. Digital Technology Application for Improved Responses to Health Care Challenges: Lessons Learned From COVID-19. Canadian Journal of Cardiology 2022;38(2):279 View
  112. Lugones-Sanchez C, Recio-Rodriguez J, Agudo-Conde C, Repiso-Gento I, G Adalia E, Ramirez-Manent J, Sanchez-Calavera M, Rodriguez-Sanchez E, Gomez-Marcos M, Garcia-Ortiz L. Long-term Effectiveness of a Smartphone App Combined With a Smart Band on Weight Loss, Physical Activity, and Caloric Intake in a Population With Overweight and Obesity (Evident 3 Study): Randomized Controlled Trial. Journal of Medical Internet Research 2022;24(2):e30416 View
  113. Flood S, Thompson B, Faulkner G, Vanderloo L, Blackett B, Dolf M, Latimer-Cheung A, Duggan M, Di Sebastiano K, Lane K, Brouwers M, McKenna J, Chulak-Bozzer T, Fuller D, Ruissen G, Sturrock S, Tomasone J. Development of a ParticipACTION App–Based Intervention for Improving Postsecondary Students’ 24-Hour Movement Guideline Behaviors: Protocol for the Application of Intervention Mapping. JMIR Research Protocols 2023;12:e39977 View
  114. Wüthrich F, Nabb C, Mittal V, Shankman S, Walther S. Actigraphically measured psychomotor slowing in depression: systematic review and meta-analysis. Psychological Medicine 2022;52(7):1208 View
  115. Patel V, Orchanian-Cheff A, Wu R. Evaluating the Validity and Utility of Wearable Technology for Continuously Monitoring Patients in a Hospital Setting: Systematic Review. JMIR mHealth and uHealth 2021;9(8):e17411 View
  116. Steel C, Crist K, Grimes A, Bejarano C, Ortega A, Hibbing P, Schipperijn J, Carlson J. Validity of a Global Positioning System-Based Algorithm and Consumer Wearables for Classifying Active Trips in Children and Adults. Journal for the Measurement of Physical Behaviour 2021;4(4):321 View
  117. Adamakis M. Validity of Wearable Monitors and Smartphone Applications for Measuring Steps in Semi-Structured and Free-Living Settings. Technologies 2023;11(1):29 View
  118. Price A, Lin Y, Levin A, Tumietto F, Almeida R, Almeida A, Ciofi-Silva C, Fontana L, Oliveira N, Parisi N, Mainardi G, Cordeiro L, Roselli M, Shepherd P, Morelli L, Mehrabi N, Price K, Chan W, Srinivas S, Harrison T, Chu M, Padoveze M, Chu L. Perceived Workload Using Separate (Filtering Facepiece Respirator and Face Shield) and Powered Air-Purifying Respirator and Integrated Lightweight Protective Air-Purifying Respirator: Protocol for an International Multisite Human Factors Randomized Crossover Feasibility Study. JMIR Research Protocols 2022;11(12):e36549 View
  119. Khan H, Nguyen T, Shafiq G, Mirza J, Javed M. A Secure Wearable Framework for Stress Detection in Patients Affected by Communicable Diseases. IEEE Sensors Journal 2023;23(2):981 View
  120. Gagnon J, Khau M, Lavoie-Hudon L, Vachon F, Drapeau V, Tremblay S. Comparing a Fitbit Wearable to an Electrocardiogram Gold Standard as a Measure of Heart Rate Under Psychological Stress: A Validation Study. JMIR Formative Research 2022;6(12):e37885 View
  121. Siddi S, Giné-Vázquez I, Bailon R, Matcham F, Lamers F, Kontaxis S, Laporta E, Garcia E, Arranz B, Dalla Costa G, Guerrero A, Zabalza A, Buron M, Comi G, Leocani L, Annas P, Hotopf M, Penninx B, Magyari M, Sørensen P, Montalban X, Lavelle G, Ivan A, Oetzmann C, White K, Difrancesco S, Locatelli P, Mohr D, Aguiló J, Narayan V, Folarin A, Dobson R, Dineley J, Leightley D, Cummins N, Vairavan S, Ranjan Y, Rashid Z, Rintala A, Girolamo G, Preti A, Simblett S, Wykes T, Myin-Germeys I, Haro J. Biopsychosocial Response to the COVID-19 Lockdown in People with Major Depressive Disorder and Multiple Sclerosis. Journal of Clinical Medicine 2022;11(23):7163 View
  122. Huhn S, Matzke I, Koch M, Gunga H, Maggioni M, Sié A, Boudo V, Ouedraogo W, Compaoré G, Bunker A, Sauerborn R, Bärnighausen T, Barteit S. Using wearable devices to generate real-world, individual-level data in rural, low-resource contexts in Burkina Faso, Africa: A case study. Frontiers in Public Health 2022;10 View
  123. Memon A, Kilby J, Breñosa J, Espinosa J, Ashraf I. Analysis and Implementation of Human Mobility Behavior Using Similarity Analysis Based on Co-Occurrence Matrix. Sensors 2022;22(24):9898 View
  124. Spartano N. What Are the Next Steps for Developing a National Steps Guideline?. JAMA Network Open 2021;4(9):e2125267 View
  125. Gupta S, Mahmoud A, Massoomi M. A Clinician’s Guide to Smartwatch “Interrogation”. Current Cardiology Reports 2022;24(8):995 View
  126. Lee W, Schwartz N, Bansal A, Khor S, Hammarlund N, Basu A, Devine B. A Scoping Review of the Use of Machine Learning in Health Economics and Outcomes Research: Part 1—Data From Wearable Devices. Value in Health 2023;26(2):292 View
  127. Oesterle T, Karpyak V, Coombes B, Athreya A, Breitinger S, Correa da Costa S, (Dana) Gerberi D. Systematic review: Wearable remote monitoring to detect nonalcohol/nonnicotine‐related substance use disorder symptoms. The American Journal on Addictions 2022;31(6):535 View
  128. Gómez-Sánchez L, Gómez-Sánchez M, Lugones-Sánchez C, Rodríguez-Sánchez E, Tamayo-Morales O, Gonzalez-Sánchez S, Magallón-Botaya R, Ramirez-Manent J, Recio-Rodriguez J, Agudo-Conde C, García-Ortiz L, Gómez-Marcos M. Long-Term Effectiveness of a Smartphone App and a Smart Band on Arterial Stiffness and Central Hemodynamic Parameters in a Population with Overweight and Obesity (Evident 3 Study): Randomised Controlled Trial. Nutrients 2022;14(22):4758 View
  129. Henriksen A, Svartdal F, Grimsgaard S, Hartvigsen G, Hopstock L. Polar Vantage and Oura Physical Activity and Sleep Trackers: Validation and Comparison Study. JMIR Formative Research 2022;6(5):e27248 View
  130. Tiwari A, Cassani R, Kshirsagar S, Tobon D, Zhu Y, Falk T. Modulation Spectral Signal Representation for Quality Measurement and Enhancement of Wearable Device Data: A Technical Note. Sensors 2022;22(12):4579 View
  131. Ash G, Stults-Kolehmainen M, Busa M, Gaffey A, Angeloudis K, Muniz-Pardos B, Gregory R, Huggins R, Redeker N, Weinzimer S, Grieco L, Lyden K, Megally E, Vogiatzis I, Scher L, Zhu X, Baker J, Brandt C, Businelle M, Fucito L, Griggs S, Jarrin R, Mortazavi B, Prioleau T, Roberts W, Spanakis E, Nally L, Debruyne A, Bachl N, Pigozzi F, Halabchi F, Ramagole D, Janse van Rensburg D, Wolfarth B, Fossati C, Rozenstoka S, Tanisawa K, Börjesson M, Casajus J, Gonzalez-Aguero A, Zelenkova I, Swart J, Gursoy G, Meyerson W, Liu J, Greenbaum D, Pitsiladis Y, Gerstein M. Establishing a Global Standard for Wearable Devices in Sport and Exercise Medicine: Perspectives from Academic and Industry Stakeholders. Sports Medicine 2021;51(11):2237 View
  132. Ngueleu A, Barthod C, Best K, Routhier F, Otis M, Batcho C. Criterion validity of ActiGraph monitoring devices for step counting and distance measurement in adults and older adults: a systematic review. Journal of NeuroEngineering and Rehabilitation 2022;19(1) View
  133. Chandrasekaran R, Katthula V, Moustakas E. Too old for technology? Use of wearable healthcare devices by older adults and their willingness to share health data with providers. Health Informatics Journal 2021;27(4):146045822110580 View
  134. Chaudhari S, Ghanvatkar S, Kankanhalli A. Personalization of Intervention Timing for Physical Activity: Scoping Review. JMIR mHealth and uHealth 2022;10(2):e31327 View
  135. Attig C, Franke T. Why Do People Abandon Activity Trackers? The Role of User Diversity in Discontinued Use. International Journal of Human–Computer Interaction 2023;39(8):1662 View
  136. Held N, Perrotta A, Mueller T, Pfoh-MacDonald S. Agreement of the Apple Watch® and Fitbit Charge® for recording step count and heart rate when exercising in water. Medical & Biological Engineering & Computing 2022;60(5):1323 View
  137. Klier K, Wagner M. Agreement of Sleep Measures—A Comparison between a Sleep Diary and Three Consumer Wearable Devices. Sensors 2022;22(16):6189 View
  138. Yang L, Friedenreich C. From evidence to implementation of lifestyle behaviour in cancer prevention and control: A Preventive Medicine Golden Jubilee Commentary. Preventive Medicine 2023;166:107342 View
  139. Hajj‐Boutros G, Landry‐Duval M, Comtois A, Gouspillou G, Karelis A. Wrist‐worn devices for the measurement of heart rate and energy expenditure: A validation study for the Apple Watch 6, Polar Vantage V and Fitbit Sense. European Journal of Sport Science 2023;23(2):165 View
  140. Giurgiu M, Kolb S, Nigg C, Burchartz A, Timm I, Becker M, Rulf E, Doster A, Koch E, Bussmann J, Nigg C, Ebner-Priemer U, Woll A. Assessment of 24-hour physical behaviour in children and adolescents via wearables: a systematic review of free-living validation studies. BMJ Open Sport & Exercise Medicine 2022;8(2):e001267 View
  141. Musa S, Ellis R, Chafe B, Sturrock S, Maher R, Cullen K, Fuller D. Wearable Device Validity in Measuring Steps, Energy Expenditure, and Heart Rate Across Age, Gender, and Body Mass Index: Data Analysis From a Systematic Review. Journal of Physical Activity and Health 2023;20(2):100 View
  142. Benedetti D, Olcese U, Bruno S, Barsotti M, Maestri Tassoni M, Bonanni E, Siciliano G, Faraguna U. Obstructive Sleep Apnoea Syndrome Screening Through Wrist-Worn Smartbands: A Machine-Learning Approach. SSRN Electronic Journal 2021 View
  143. Buekers J, Arbillaga-Etxarri A, Gimeno-Santos E, Donaire-Gonzalez D, Chevance G, Aerts J, Garcia-Aymerich J. Heart rate and oxygen uptake kinetics obtained from continuous measurements with wearable devices during outdoor walks of patients with COPD. DIGITAL HEALTH 2023;9:205520762311629 View
  144. Silverio A, Suarez C, Silverio L, Dino J, Duran J, Catambing G. An Unobtrusive, Wireless and Wearable Single-Site Blood Pressure Monitor Based on an Armband Using Electrocardiography (ECG) and Reflectance Photoplethysmography (PPG) Signal Processing. Electronics 2023;12(7):1538 View
  145. Romagnoli S, Ripanti F, Morettini M, Burattini L, Sbrollini A. Wearable and Portable Devices for Acquisition of Cardiac Signals while Practicing Sport: A Scoping Review. Sensors 2023;23(6):3350 View
  146. Turner J, Chow J, Cheng J, Hassanali F, Sevigny H, Sperduti M, Chan Carusone S, Dagenais M, O'Brien K. Wireless physical activity monitor use among adults living with HIV in a community-based exercise intervention study: a quantitative, longitudinal, observational study. BMJ Open 2023;13(4):e068754 View
  147. Dooley E, Winkles J, Colvin A, Kline C, Badon S, Diaz K, Karvonen-Gutierrez C, Kravitz H, Sternfeld B, Thomas S, Hall M, Pettee Gabriel K. Method for Activity Sleep Harmonization (MASH): a novel method for harmonizing data from two wearable devices to estimate 24-h sleep–wake cycles. Journal of Activity, Sedentary and Sleep Behaviors 2023;2(1) View
  148. Kontaxis S, Laporta E, Garcia E, Guerrero A, Zabalza A, Matteo M, Lucia R, Simblett S, Weyer J, Hotopf M, Narayan V, Rashid Z, Folarin A, Dobson R, Buron M, Leocani L, Cummins N, Vairavan S, Costa G, Magyari M, Sørensen P, Nos C, Bailón R, Comi G, the RADAR-CNS Consortium . Autonomic response to walk tests is useful for assessing outcome measures in people with multiple sclerosis. Frontiers in Physiology 2023;14 View
  149. Chimatapu S, Mittelman S, Habib M, Osuna-Garcia A, Vidmar A. Wearable Devices Beyond Activity Trackers in Youth With Obesity: Summary of Options. Childhood Obesity 2024;20(3):208 View
  150. Levin A, Gong S, Cheng W. Wearable Smart Bandage-Based Bio-Sensors. Biosensors 2023;13(4):462 View
  151. Christensen J, Blackburn B, Anderson L, Gililland J, Peters C, Archibeck M, Pelt C. Recovery Curve for Patient Reported Outcomes and Objective Physical Activity After Primary Total Knee Arthroplasty—A Multicenter Study Using Wearable Technology. The Journal of Arthroplasty 2023;38(6):S94 View
  152. McDermott K, Nash P, Boyington A, Planell L, Joe S, Streifel K, Nichols G, Lucas B, Spence A, Campisi J. Effects of Olfactory Stimulus on Group Performance and Individual Stress Responses in University Students. SSRN Electronic Journal 2022 View
  153. Casado-Robles C, Mayorga-Vega D, Guijarro-Romero S, Viciana J. Validity of the Xiaomi Mi Band 2, 3, 4 and 5 Wristbands for Assessing Physical Activity in 12-to-18-Year-Old Adolescents under Unstructured Free-Living Conditions. Fit-Person Study. Journal of Sports Science and Medicine 2023:196 View
  154. Fuchita M, Ridgeway K, Kimzey C, Melanson E, Fernandez-Bustamante A. Accelerometer-Measured Inpatient Physical Activity and Associated Outcomes After Major Abdominal Surgery: Systematic Review. Interactive Journal of Medical Research 2023;12:e46629 View
  155. Vetrovsky T, Kral N, Pfeiferova M, Kuhnova J, Novak J, Wahlich C, Jaklova A, Jurkova K, Janek M, Omcirk D, Capek V, Maes I, Steffl M, Ussher M, Tufano J, Elavsky S, Van Dyck D, Cimler R, Yates T, Harris T, Seifert B. mHealth intervention delivered in general practice to increase physical activity and reduce sedentary behaviour of patients with prediabetes and type 2 diabetes (ENERGISED): rationale and study protocol for a pragmatic randomised controlled trial. BMC Public Health 2023;23(1) View
  156. Paulauskaite-Taraseviciene A, Siaulys J, Sutiene K, Petravicius T, Navickas S, Oliandra M, Rapalis A, Balciunas J. Geriatric Care Management System Powered by the IoT and Computer Vision Techniques. Healthcare 2023;11(8):1152 View
  157. Qureshi F, Rahman F, Saltzman R, Deebel N, Ledesma B, Paz L, White J, Muthigi A, Ramasamy R. Assessing physiologic changes during sexual activity using wearable devices: a pilot study. International Journal of Impotence Research 2023;35(8):761 View
  158. Zhu S, Kim D, Jeong C. Recent Development of Mechanical Stimuli Detectable Sensors, Their Future, and Challenges: A Review. Sensors 2023;23(9):4300 View
  159. Eisele M, Pohl A, McDonough M, McNeely M, Ester M, Daun J, Twomey R, Culos-Reed S. The online delivery of exercise oncology classes supported with health coaching: a parallel pilot randomized controlled trial. Pilot and Feasibility Studies 2023;9(1) View
  160. Lu J, Sijm M, Janssens G, Goh J, Maier A. Remote monitoring technologies for measuring cardiovascular functions in community-dwelling adults: a systematic review. GeroScience 2023;45(5):2939 View
  161. Siddi S, Bailon R, Giné-Vázquez I, Matcham F, Lamers F, Kontaxis S, Laporta E, Garcia E, Lombardini F, Annas P, Hotopf M, Penninx B, Ivan A, White K, Difrancesco S, Locatelli P, Aguiló J, Peñarrubia-Maria M, Narayan V, Folarin A, Leightley D, Cummins N, Vairavan S, Ranjan Y, Rintala A, de Girolamo G, Simblett S, Wykes T, Myin-Germeys I, Dobson R, Haro J. The usability of daytime and night-time heart rate dynamics as digital biomarkers of depression severity. Psychological Medicine 2023;53(8):3249 View
  162. Nakagome K, Makinodan M, Uratani M, Kato M, Ozaki N, Miyata S, Iwamoto K, Hashimoto N, Toyomaki A, Mishima K, Ogasawara M, Takeshima M, Minato K, Fukami T, Oba M, Takeda K, Oi H. Feasibility of a wrist-worn wearable device for estimating mental health status in patients with mental illness. Frontiers in Psychiatry 2023;14 View
  163. Perry A, Dooley E, Master H, Spartano N, Brittain E, Pettee Gabriel K. Physical Activity Over the Lifecourse and Cardiovascular Disease. Circulation Research 2023;132(12):1725 View
  164. Waalen J. Mobile Health and Preventive Medicine. Medical Clinics of North America 2023;107(6):1097 View
  165. Rao K, Speier W, Meng Y, Wang J, Ramesh N, Xie F, Su Y, Nowell W, Curtis J, Arnold C. Machine Learning Approaches to Classify Self-Reported Rheumatoid Arthritis Health Scores Using Activity Tracker Data: Longitudinal Observational Study. JMIR Formative Research 2023;7:e43107 View
  166. Verdicchio C, Freene N, Hollings M, Maiorana A, Briffa T, Gallagher R, Hendriks J, Abell B, Brown A, Colquhoun D, Howden E, Hansen D, Reading S, Redfern J. A Clinical Guide for Assessment and Prescription of Exercise and Physical Activity in Cardiac Rehabilitation. A CSANZ Position Statement. Heart, Lung and Circulation 2023;32(9):1035 View
  167. Falz R, Bischoff C, Thieme R, Tegtbur U, Hillemanns P, Stolzenburg J, Aktas B, Bork U, Weitz J, Lässing J, Leps C, Voß J, Lordick F, Schulze A, Gockel I, Busse M. Effect of home-based online training and activity feedback on oxygen uptake in patients after surgical cancer therapy: a randomized controlled trial. BMC Medicine 2023;21(1) View
  168. Rogers E, Banks N, Jenkins N. Acute effects of daily step count on postprandial metabolism and resting fat oxidation: a randomized controlled trial. Journal of Applied Physiology 2023;135(4):812 View
  169. Brandenbarg P, Hoekstra F, Barakou I, Seves B, Hettinga F, Hoekstra T, van der Woude L, Dekker R, Krops L. Measurement properties of device-based physical activity instruments in ambulatory adults with physical disabilities and/or chronic diseases: a scoping review. BMC Sports Science, Medicine and Rehabilitation 2023;15(1) View
  170. Giurgiu M, Ketelhut S, Kubica C, Nissen R, Doster A, Thron M, Timm I, Giurgiu V, Nigg C, Woll A, Ebner-Priemer U, Bussmann J. Assessment of 24-hour physical behaviour in adults via wearables: a systematic review of validation studies under laboratory conditions. International Journal of Behavioral Nutrition and Physical Activity 2023;20(1) View
  171. Sanal-Hayes N, Mclaughlin M, Hayes L, Mair J, Ormerod J, Carless D, Hilliard N, Meach R, Ingram J, Sculthorpe N. A scoping review of ‘Pacing’ for management of Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS): lessons learned for the long COVID pandemic. Journal of Translational Medicine 2023;21(1) View
  172. Mayorga-Vega D, Casado-Robles C, Guijarro-Romero S, Viciana J. Validity of activity wristbands for estimating daily physical activity in primary schoolchildren under free-living conditions: School-Fit study. Frontiers in Public Health 2023;11 View
  173. Jørgensen A, Toftager M, Eghøj M, Ried-Larsen M, Bjørk Petersen C. Heart rate responses, agreement and accuracy among persons with severe disabilities participating in the indirect movement program: Team Twin—an observational study. Frontiers in Sports and Active Living 2023;5 View
  174. Lee M, Lee Y, Park S. Validity of Energy Expenditure Estimation Equation using Heart Rate in Swimming. Exercise Science 2023;32(2):215 View
  175. Artese A, Rawat R, Sung A. The use of commercial wrist-worn technology to track physiological outcomes in behavioral interventions. Current Opinion in Clinical Nutrition & Metabolic Care 2023;26(6):534 View
  176. Rey-López J, Lee D, Ferrari G, Giovannucci E, Rezende L. Physical Activity Intensity Measurement and Health: State of the Art and Future Directions for Scientific Research. International Journal of Environmental Research and Public Health 2023;20(11):6027 View
  177. Kim K, Baek H. Photoplethysmography in Wearable Devices: A Comprehensive Review of Technological Advances, Current Challenges, and Future Directions. Electronics 2023;12(13):2923 View
  178. Li S, Qian J, Liu J, Xue Y, Zhang J, Liu Y, Hu X, Jing X, Zhang W. Machine learning-assisted wearable triboelectric-electromagnetic vibration sensor for monitoring human rehabilitation training. Mechanical Systems and Signal Processing 2023;201:110679 View
  179. Dudarev V, Barral O, Zhang C, Davis G, Enns J. On the Reliability of Wearable Technology: A Tutorial on Measuring Heart Rate and Heart Rate Variability in the Wild. Sensors 2023;23(13):5863 View
  180. Makar P, Kawczyński A, Silva R, Yildiz M, Silva A, Akyildiz Z. Validity and reliability of Polar M400 GPS watches for measuring distances covered by team sports players. Heliyon 2023;9(10):e20920 View
  181. Temple D, Hegarty-Craver M, Gaur P, Boyce M, Holt J, Preble E, Eckhoff R, Davis-Wilson H, Walls H, Dausch D, Blackston M. Modular Open-Core System for Collection and Near Real-Time Processing of High-Resolution Data from Wearable Sensors. Applied System Innovation 2023;6(5):79 View
  182. Loro F, Martins R, de Araújo C, Prade L, do Rosário D, da Rocha Seruffo M, de Freitas I, Nobre J, Both C, Dal Lago P. Innovative and disruptive technologies to prescribe, encourage, and evaluate physical exercise in healthy adults: a protocol of exploratory study followed by a noninferiority, investigator-blinded randomized clinical trial. Trials 2023;24(1) View
  183. Arantes Bertochi G, Mota G, Haile L, Marocolo M, Eidi Sasaki J. Validity of Weekly and Monthly Perceived Exertion in Runners. International Journal of Sports Medicine 2023;44(11):763 View
  184. Staffini A, Svensson T, Chung U, Svensson A. A Disentangled VAE-BiLSTM Model for Heart Rate Anomaly Detection. Bioengineering 2023;10(6):683 View
  185. David S, Hohenfeld C, Haberl L, Pahl J, Costa A, Kilders A, Hildebrand F, Schulz J, Reetz K, Haeger A. Physical activity monitoring in Alzheimer’s disease during sport interventions: a multi-methodological perspective. Frontiers in Neurology 2023;14 View
  186. Gultekin S, Ozcan Kahraman B, Kahraman T. Cardiorespiratory responses: Pilates compared to different walking speeds in healthy adults. Irish Journal of Medical Science (1971 -) 2024;193(1):139 View
  187. Stevenson L, Ross H, Rathman L, Boehmer J. Remote Monitoring for Heart Failure Management at Home. Journal of the American College of Cardiology 2023;81(23):2272 View
  188. Zemlin C, Schleicher J, Altmayer L, Stuhlert C, Wörmann C, Lang M, Scherer L, Thul I, Spenner L, Simon J, Wind A, Kaiser E, Weber R, Goedicke-Fritz S, Wagenpfeil G, Zemlin M, Steffgen G, Solomayer E, Müller C. Improved awareness of physical activities is associated with a gain of fitness and a stable body weight in breast cancer patients during the first year of antineoplastic therapy: the BEGYN-1 study. Frontiers in Oncology 2023;13 View
  189. Petek B, Al-Alusi M, Moulson N, Grant A, Besson C, Guseh J, Wasfy M, Gremeaux V, Churchill T, Baggish A. Consumer Wearable Health and Fitness Technology in Cardiovascular Medicine. Journal of the American College of Cardiology 2023;82(3):245 View
  190. Palsa L, Mertala P. Contextualizing Everyday Data Literacies: The Case of Recreational Runners. International Journal of Human–Computer Interaction 2023:1 View
  191. Jung H, Kim D, Choi J, Joo E. Validating a Consumer Smartwatch for Nocturnal Respiratory Rate Measurements in Sleep Monitoring. Sensors 2023;23(18):7976 View
  192. Opladen V, Tanck J, Baur J, Hartmann A, Svaldi J, Vocks S. Body exposure and vocal analysis: validation of fundamental frequency as a correlate of emotional arousal and valence. Frontiers in Psychiatry 2023;14 View
  193. Sun X, Wang Z, Fu X, Zhao C, Wang F, He H. Validity of Apple Watch 6 and Polar A370 for monitoring energy expenditure while resting or performing light to vigorous physical activity. Journal of Science and Medicine in Sport 2023;26(9):482 View
  194. Sanches C, Silva G, Librantz A, Sampaio L, Belan P. Wearable Devices to Diagnose and Monitor the Progression of COVID-19 Through Heart Rate Variability Measurement: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2023;25:e47112 View
  195. Abd-alrazaq A, AlSaad R, Harfouche M, Aziz S, Ahmed A, Damseh R, Sheikh J. Wearable Artificial Intelligence for Detecting Anxiety: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2023;25:e48754 View
  196. Feng G, Parthipan M, Breunis H, Timilshina N, Soto-Perez-de-Celis E, Mina D, Emmenegger U, Finelli A, Krzyzanowska M, Clarke H, Puts M, Alibhai S. Daily physical activity monitoring in older adults with metastatic prostate cancer on active treatment: Feasibility and associations with toxicity. Journal of Geriatric Oncology 2023;14(7):101576 View
  197. Okita S, Yakunin R, Korrapati J, Ibrahim M, Schwerz de Lucena D, Chan V, Reinkensmeyer D. Counting Finger and Wrist Movements Using Only a Wrist-Worn, Inertial Measurement Unit: Toward Practical Wearable Sensing for Hand-Related Healthcare Applications. Sensors 2023;23(12):5690 View
  198. Xu L, Zhang J, Li Z, Liu Y, Jia Z, Han X, Liu C, Zhou Z. Comparison of different prediction models for estimation of walking and running energy expenditure based on a wristwear three-axis accelerometer. Frontiers in Physiology 2023;14 View
  199. Co M, Sham R, Ahmad N, Acesor S. Warehouse Automation Implementation Environment: Case of Central Warehouse Management in Mali, West Africa. Environment-Behaviour Proceedings Journal 2023;8(26):59 View
  200. Gilmour A, MacDonald M, Cox A, Fairclough S, Tyler R. Investigating Ecological Momentary Assessed Physical Activity and Core Executive Functions in 18- to 24-Year-Old Undergraduate Students. International Journal of Environmental Research and Public Health 2023;20(20):6944 View
  201. Scheid J, Reed J, West S. Commentary: Is Wearable Fitness Technology a Medically Approved Device? Yes and No. International Journal of Environmental Research and Public Health 2023;20(13):6230 View
  202. KESHAVARZ M, SÉNÉCHAL M, BOUCHARD D. Online Circuit Training Increases Adherence to Physical Activity: A Randomized Controlled Trial of Men with Obesity. Medicine & Science in Sports & Exercise 2023;55(12):2308 View
  203. Ibrahim N, Rampal S, Lee W, Pek E, Suhaimi A. Evaluation of Wrist-Worn Photoplethysmography Trackers with an Electrocardiogram in Patients with Ischemic Heart Disease: A Validation Study. Cardiovascular Engineering and Technology 2024;15(1):12 View
  204. Talha M, Kyrarini M, Buriro E. A Survey of the Diagnosis of Peripheral Neuropathy Using Intelligent and Wearable Systems. Technologies 2023;11(6):163 View
  205. Schroeder N, Romine W, Kemp S. A scoping review of wrist-worn wearables in education. Computers and Education Open 2023;5:100154 View
  206. Hendriks P, van den Bosch A, Kors J, Geenen L, Baggen V, Eindhoven J, Kauling R, Cuypers J, Boersma E, Roos-Hesselink J. Heart rate: an accessible risk indicator in adult congenital heart disease. Heart 2023:heartjnl-2023-323233 View
  207. Bonato M, Marmondi F, Turrini F, Albergoni A, Pennacchi M, Cerizza C, Piacentini M, Castagna A, Galli L, Sartor F, Cinque P. Failure of Digital Device Performance in Monitoring Physical Exercise in a Pilot Study in Sedentary Persons with HIV. Sensors 2023;23(23):9461 View
  208. Thomassin K, McVey Neufeld S, Ansari N, Vogel N. Feasibility, Acceptability, and Usability of Physiology and Emotion Monitoring in Adults and Children Using the Novel Time2Feel Smartphone Application. Sensors 2023;23(23):9470 View
  209. Erdmann A, Schrinner F, Rehmann-Sutter C, Franke A, Seidler U, Schreiber S, Bozzaro C. Acceptability Criteria of Precision Medicine: Lessons From Patients’ Experiences With the GUIDE-IBD Trial Regarding the Use of Mobile Health Technology. Crohn's & Colitis 360 2023;5(4) View
  210. Yoshida K, Sawano R, Okamoto M, Murao K, Tsuchida S, Terada T. Physical Noninvasive Attacks on Photoplethysmogram by Computer Controlled Blood Pressure Cuff. Sensors 2023;23(24):9764 View
  211. Nourse R, Dingler T, Kelly J, Kwasnicka D, Maddison R. The Role of a Smart Health Ecosystem in Transforming the Management of Chronic Health Conditions. Journal of Medical Internet Research 2023;25:e44265 View
  212. Wang T, Wu H, Wang W, Chen C, Chien W, Chu C, Wu Y. Assessment of Heart Rate Monitoring During Exercise With Smart Wristbands and a Heart Rhythm Patch: Validation and Comparison Study. JMIR Formative Research 2023;7:e52519 View
  213. Peterson N, Bate D, Macintosh J, Trujillo Tanner C. Wearable Activity Trackers That Motivate Women to Increase Physical Activity: Mixed Methods Study. JMIR Formative Research 2023;7:e48704 View
  214. Regehr C, Bogo M, Paterson J, Birze A, Sewell K, Fallon B, Regehr G. Provoking Reflection in Action in Experienced Practitioners: An Educational Intervention. Journal of Social Work Education 2024;60(2):225 View
  215. Wong A, Tso W, Su J, Hui V, Chow K, Wong S, Wong B, Wong F, Fukumoto Y. Effectiveness of support from community health workers on the sustained use of a wearable monitoring device among community-dwelling older adults: A randomized trial protocol. PLOS ONE 2023;18(12):e0294517 View
  216. Kopp P, Möhler E, Gröpel P. Physical activity and mental health in school-aged children: a prospective two-wave study during the easing of the COVID-19 restrictions. Child and Adolescent Psychiatry and Mental Health 2024;18(1) View
  217. Mayorga-Vega D, Casado-Robles C, Guijarro-Romero S, Viciana J. Criterion-Related Validity of Consumer-Wearable Activity Trackers for Estimating Steps in Primary Schoolchildren under Controlled Conditions: Fit-Person Study. Journal of Sports Science and Medicine 2024:79 View
  218. Le T, Huynh P, Tomaselli L. Navigating the night: evaluating and accessing wearable sleep trackers for clinical use. SLEEP 2024;47(3) View
  219. Willingham T, Stowell J, Collier G, Backus D. Leveraging Emerging Technologies to Expand Accessibility and Improve Precision in Rehabilitation and Exercise for People with Disabilities. International Journal of Environmental Research and Public Health 2024;21(1):79 View
  220. Amat S, Busquier S, Orieshkin D. Detection, Measurement and Classification of Discontinuities of Signals Captured with Noise. Axioms 2024;13(1):63 View
  221. Junghans-Rutelonis A, Sim L, Harbeck-Weber C, Dresher E, Timm W, Weiss K. Feasibility of wearable activity tracking devices to measure physical activity and sleep change among adolescents with chronic pain—a pilot nonrandomized treatment study. Frontiers in Pain Research 2024;4 View
  222. Suau Q, Bianchini E, Bellier A, Chardon M, Milane T, Hansen C, Vuillerme N. Current Knowledge about ActiGraph GT9X Link Activity Monitor Accuracy and Validity in Measuring Steps and Energy Expenditure: A Systematic Review. Sensors 2024;24(3):825 View
  223. Shah R, Dixon C, Fowler M, Driesse T, Liang X, Summerour C, Gross D, Spangler H, Lynch D, Batsis J. Using Voice Assistant Systems to Improve Dietary Recall among Older Adults: Perspectives of Registered Dietitians. Journal of Nutrition in Gerontology and Geriatrics 2024:1 View
  224. Suzuki T, Rewley J, Sugibuchi K, Suzuki Y, Suzumura S, Tsurugi N, Okamura D, Node K, Mizuno A. Feedbacks Using behaviOral econOmic theories on STEP countS in Cardiovascular Disease Patients (FOOTSTEPS) Using Novel Daily Step Counts Retrieving System. International Heart Journal 2024;65(1):100 View
  225. Ali S, Khan R. IoT-Based Technologies for Addressing the Unique Healthcare Needs of the Elderly Population. International Journal of Artificial Intelligence and Machine Learning 2024;4(1):94 View
  226. McElwain N, Fisher M, Nebeker C, Bodway J, Islam B, Hasegawa-Johnson M. Evaluating Users’ Experiences of a Child Multimodal Wearable Device: Mixed Methods Approach. JMIR Human Factors 2024;11:e49316 View
  227. Ogata H, Negishi Y, Koizumi N, Nagayama H, Kaneko M, Kiyono K, Omi N. Individually optimized estimation of energy expenditure in rescue workers using a tri-axial accelerometer and heart rate monitor. Frontiers in Physiology 2024;15 View
  228. Ransom D, Tudor B, Irani S, Rehman M, Mularoni P, Ahumada L. Longitudinal Data Collection via Consumer-Grade Wearable Sensors in Adolescent Student-Athletes: Feasibility and Potential (Preprint). JMIR Formative Research 2023 View
  229. Tang C, Yi W, Occhipinti E, Dai Y, Gao S, Occhipinti L. A roadmap for the development of human body digital twins. Nature Reviews Electrical Engineering 2024;1(3):199 View
  230. Thomas D, Knight R, Gilbert J, Cornelis M, Gantz M, Burdekin K, Cummiskey K, Sumner S, Pathmasiri W, Sazonov E, Gabriel K, Dooley E, Green M, Pfluger A, Kleinberg S. Transforming Big Data into AI‐ready data for nutrition and obesity research. Obesity 2024;32(5):857 View
  231. Matsuda T, Miyamori T, Fujino Y, Nozu S, Kajiwara Y. Reliability and validity of muscle activity analysis using wearable electromyographs. Journal of Physical Therapy Science 2024;36(3):123 View
  232. Ralph‐Nearman C, Osborn K, Chang R, Barber K. Momentary physiological indices related to eating disorders: A systematic and methodological review. European Eating Disorders Review 2024;32(4):700 View
  233. Martins C, Silva L, Soares J, Pinto G, Abrantes C, Cardoso L, Pires M, Sousa H, Mota M. Walk or be walked by the dog? The attachment role. BMC Public Health 2024;24(1) View
  234. Triana A, Saramäki J, Glerean E, Hayward N. Neuroscience meets behavior: A systematic literature review on magnetic resonance imaging of the brain combined with real‐world digital phenotyping. Human Brain Mapping 2024;45(4) View
  235. Lang A, Bruhn R, Fehling M, Heidenreich A, Reisdorf J, Khanyaree I, Henningsen M, Remschmidt C. Feasibility Study on Menstrual Cycles With Fitbit Device (FEMFIT): Prospective Observational Cohort Study. JMIR mHealth and uHealth 2024;12:e50135 View
  236. Dederichs R, Voß J, Falz R. eHealth-Anwendungen zur Förderung körperlicher Aktivität nach viszeralen Operationen. Die Chirurgie 2024;95(6):443 View
  237. Zhang T, Guo H, Qi W, Xi L. Wearable photoacoustic watch for humans. Optics Letters 2024;49(6):1524 View
  238. Chellini A, Salmaso K, Di Domenico M, Gerbi N, Grillo L, Donati M, Iosa M. Embodimetrics: A Principal Component Analysis Study of the Combined Assessment of Cardiac, Cognitive and Mobility Parameters. Sensors 2024;24(6):1898 View
  239. Miyakoshi T, Ito Y. Assessing the current utilization status of wearable devices in clinical research. Clinical Trials 2024 View
  240. Hu X, Sgherza T, Nothrup J, Fresco D, Naragon-Gainey K, Bylsma L. From lab to life: Evaluating the reliability and validity of psychophysiological data from wearable devices in laboratory and ambulatory settings. Behavior Research Methods 2024 View
  241. Nam H, Han S, Leigh J, Bang M. Smartwatch-based functional assessment for upper extremity impairment after musculoskeletal injuries: A pilot study. Hong Kong Journal of Occupational Therapy 2024;37(1):31 View
  242. Ahuja A, Agrawal S, Acharya S, Batra N, Daiya V. Advancements in Wearable Digital Health Technology: A Review of Epilepsy Management. Cureus 2024 View
  243. White J, Finnegan O, Tindall N, Nelakuditi S, Brown D, Pate R, Welk G, de Zambotti M, Ghosal R, Wang Y, Burkart S, Adams E, Chandrashekhar M, Armstrong B, Beets M, Weaver R, Yamada Y. Comparison of raw accelerometry data from ActiGraph, Apple Watch, Garmin, and Fitbit using a mechanical shaker table. PLOS ONE 2024;19(3):e0286898 View
  244. Ao Z, He H, Shi H, Liu H. Step count and multiple health outcomes: An umbrella review. Journal of Evidence-Based Medicine 2024;17(2):278 View
  245. Feehan L, Xie H, Lu N, Li L. Twenty-four hour physical activity, sedentary behaviour and sleep profiles in adults living with rheumatoid arthritis: a cross-sectional latent class analysis. Journal of Activity, Sedentary and Sleep Behaviors 2024;3(1) View
  246. SMULLIGAN K, WINGERSON M, MAGLIATO S, RADEMACHER J, WILSON J, HOWELL D. Postconcussion Moderate to Vigorous Physical Activity Predicts Anxiety Severity among Adolescent Athletes. Medicine & Science in Sports & Exercise 2024;56(5):790 View
  247. Hurwitz E, Butzin-Dozier Z, Master H, O'Neil S, Walden A, Holko M, Patel R, Haendel M. Harnessing Consumer Wearable Digital Biomarkers for Individualized Recognition of Postpartum Depression Using the All of Us Research Program Data Set: Cross-Sectional Study. JMIR mHealth and uHealth 2024;12:e54622 View
  248. Danielsson M, Vergeer M, Plasqui G, Baumgart J. Accuracy of the Apple Watch Series 4 and Fitbit Versa for Assessing Energy Expenditure and Heart Rate of Wheelchair Users During Treadmill Wheelchair Propulsion: Cross-sectional Study. JMIR Formative Research 2024;8:e52312 View
  249. Dunlap E, Alhalimi T, McLaurin N, Foroughi F, Hsiao H, Tanaka H. Aquatic Cognitive–Motor Exercise for Cognition, Balance, and Functional Mobility in Older Adults. Translational Journal of the American College of Sports Medicine 2024;9(3) View
  250. Phipps J, Passage B, Sel K, Martinez J, Saadat M, Koker T, Damaso N, Davis S, Palmer J, Claypool K, Kiley C, Pettigrew R, Jafari R. Early adverse physiological event detection using commercial wearables: challenges and opportunities. npj Digital Medicine 2024;7(1) View
  251. Rietz M, Schmidt-Persson J, Gillies Banke Rasmussen M, Overgaard Sørensen S, Rath Mortensen S, Brage S, Lund Kristensen P, Grøntved A, Brønd J. Facilitating ambulatory heart rate variability analysis using accelerometry-based classifications of body position and self-reported sleep. Physiological Measurement 2024;45(5):055016 View
  252. Dederichs R, Voß J, Falz R. eHealth-Anwendungen zur Förderung körperlicher Aktivität nach viszeralen Operationen. best practice onkologie 2024;19(6):238 View
  253. Löchner J, Moshe I, Schiepek G, Schuller B, Schoedel R, Rodgar M, Wac K, Seizer L. Tracking health-related quality of life dynamics: Advances in ambulatory assessment methods. Brain Behavior and Immunity Integrative 2024;6:100061 View
  254. Cormack F, McCue M, Skirrow C, Cashdollar N, Taptiklis N, van Schaik T, Fehnert B, King J, Chrones L, Sarkey S, Kroll J, Barnett J. Characterizing Longitudinal Patterns in Cognition, Mood, And Activity in Depression With 6-Week High-Frequency Wearable Assessment: Observational Study. JMIR Mental Health 2024;11:e46895 View
  255. Vicente B, Sebastião R, Sencadas V. Wearable Devices for Respiratory Monitoring. Advanced Functional Materials 2024 View
  256. Lyons K, Hei Man A, Booth D, Rena G. Defining Activity Thresholds Triggering a “Stand Hour” for Apple Watch Users: Cross-Sectional Study. JMIR Formative Research 2024;8:e53806 View
  257. Alharbi S. Gear Up for Development: The Automation Advantage for Sustainability in Manufacturing in the Kingdom of Saudi Arabia. Sustainability 2024;16(11):4386 View
  258. Zhang W, Xiong K, Zhu C, Evans R, Zhou L, Podrini C. Promoting child and adolescent health through wearable technology: A systematic review. DIGITAL HEALTH 2024;10 View
  259. Qu C, Cao Z, Zhou J, He S, Liu F, Liu Z. Preoperative walking exercise to improve prognosis in patients with supratentorial brain tumours after craniotomy: protocol for a randomised controlled trial. BMJ Open 2024;14(5):e080787 View
  260. Stutz J, Eichenberger P, Stumpf N, Knobel S, Herbert N, Hirzel I, Huber S, Oetiker C, Urry E, Lambercy O, Spengler C. Energy expenditure estimation during activities of daily living in middle-aged and older adults using an accelerometer integrated into a hearing aid. Frontiers in Digital Health 2024;6 View
  261. Guruswamy Ravindran K, della Monica C, Atzori G, Lambert D, Hassanin H, Revell V, Dijk D. Reliable Contactless Monitoring of Heart Rate, Breathing Rate and Breathing Disturbance During Sleep in Aging: A Digital Health Technology Evaluation Study (Preprint). JMIR mHealth and uHealth 2023 View
  262. Lozano-García M, Doheny E, Mann E, Morgan-Jones P, Drew C, Busse-Morris M, Lowery M. Estimation of Gait Parameters in Huntington’s Disease Using Wearable Sensors in the Clinic and Free-living Conditions. IEEE Transactions on Neural Systems and Rehabilitation Engineering 2024;32:2239 View
  263. Matzke I, Huhn S, Koch M, Maggioni M, Munga S, Muma J, Odhiambo C, Kwaro D, Obor D, Bärnighausen T, Dambach P, Barteit S. Assessment of Heat Exposure and Health Outcomes in Rural Populations of Western Kenya by Using Wearable Devices: Observational Case Study. JMIR mHealth and uHealth 2024;12:e54669 View
  264. Kawakami R, Hasebe H, Yamamoto Y, Yoda S, Takeuchi G, Abe R, Tosaka Y, Nomura Y. Cooler break areas: Reducing heat stress among construction workers in Japan. Building and Environment 2024;262:111821 View
  265. Oosterhof T, Darweesh S, Bloem B, de Vries N. Considerations on How to Prevent Parkinson’s Disease Through Exercise. Journal of Parkinson's Disease 2024:1 View
  266. Hong K, Hwang I, Kim H, Yang S, Lee J. Apple Watch 6 vs. Galaxy Watch 4: A Validity Study of Step-Count Estimation in Daily Activities. Sensors 2024;24(14):4658 View
  267. Abrantes A, Ferguson E, Stein M, Magane K, Fielman S, Karzhevsky S, Flanagan A, Siebers R, Quintiliani L. Design and rationale for a randomized clinical trial testing the efficacy of a lifestyle physical activity intervention for people with HIV and engaged in unhealthy drinking. Contemporary Clinical Trials 2024;144:107632 View

Books/Policy Documents

  1. Regalia G, Resnati D, Tognetti S. Encyclopedia of Sensors and Biosensors. View
  2. Marques A, Souto-Miranda S. Wearable Sensing and Intelligent Data Analysis for Respiratory Management. View
  3. Charlton P, Marozas V. Photoplethysmography. View
  4. Niwa M. Mobile Health (mHealth). View
  5. Bedolla J, Pines J. Evidence‐Based Emergency Care. View
  6. Prayaga C, Prayaga L, Wade A, Chamblee J, Rank K. Proceedings of the 4th International Conference on Data Science, Machine Learning and Applications. View
  7. Upson S, Kusupati V, Bime C. Comprehensive Precision Medicine. View