Published on in Vol 19, No 3 (2017): March

Evaluating the Consistency of Current Mainstream Wearable Devices in Health Monitoring: A Comparison Under Free-Living Conditions

Evaluating the Consistency of Current Mainstream Wearable Devices in Health Monitoring: A Comparison Under Free-Living Conditions

Evaluating the Consistency of Current Mainstream Wearable Devices in Health Monitoring: A Comparison Under Free-Living Conditions

Journals

  1. Tobore I, Li J, Yuhang L, Al-Handarish Y, Kandwal A, Nie Z, Wang L. Deep Learning Intervention for Health Care Challenges: Some Biomedical Domain Considerations. JMIR mHealth and uHealth 2019;7(8):e11966 View
  2. Sim I. Mobile Devices and Health. New England Journal of Medicine 2019;381(10):956 View
  3. Xu Z, Luo X, Shi J, Lai Y. Quality analysis of smart phone sleep apps in China: can apps be used to conveniently screen for obstructive sleep apnea at home?. BMC Medical Informatics and Decision Making 2019;19(1) View
  4. Willemse B, Kaptein M, Hasaart F. Developing Effective Methods for Electronic Health Personalization: Protocol for Health Telescope, a Prospective Interventional Study. JMIR Research Protocols 2020;9(7):e16471 View
  5. Mueller C, Stollfuss B, Roitenberg A, Harder J, Richter M. Evaluation of Clinical Outcomes and Simultaneous Digital Tracking of Daily Physical Activity, Heart Rate, and Inhalation Behavior in Patients With Pulmonary Arterial Hypertension Treated With Inhaled Iloprost: Protocol for the Observational VENTASTEP Study. JMIR Research Protocols 2019;8(4):e12144 View
  6. Rousset S, Guidoux R, Paris L, Farigon N, Miolanne M, Lahaye C, Duclos M, Boirie Y, Saboul D. A Novel Smartphone Accelerometer Application for Low-Intensity Activity and Energy Expenditure Estimations in Overweight and Obese Adults. Journal of Medical Systems 2017;41(8) View
  7. Huang Q, Cohen D, Komarzynski S, Li X, Innominato P, Lévi F, Finkenstädt B. Hidden Markov models for monitoring circadian rhythmicity in telemetric activity data. Journal of The Royal Society Interface 2018;15(139):20170885 View
  8. Shrestha A, Prodhan U, Mitchell S, Sharma P, Barnett M, Milan A, Cameron-Smith D. Validity of a Portable Breath Analyser (AIRE) for the Assessment of Lactose Malabsorption. Nutrients 2019;11(7):1636 View
  9. Breteler M, Janssen J, Spiering W, Kalkman C, van Solinge W, Dohmen D. Measuring Free-Living Physical Activity With Three Commercially Available Activity Monitors for Telemonitoring Purposes: Validation Study. JMIR Formative Research 2019;3(2):e11489 View
  10. Zhou M, Fukuoka Y, Mintz Y, Goldberg K, Kaminsky P, Flowers E, Aswani A. Evaluating Machine Learning–Based Automated Personalized Daily Step Goals Delivered Through a Mobile Phone App: Randomized Controlled Trial. JMIR mHealth and uHealth 2018;6(1):e28 View
  11. Hardy L, Mihrshahi S. Elements of Effective Population Surveillance Systems for Monitoring Obesity in School Aged Children. International Journal of Environmental Research and Public Health 2020;17(18):6812 View
  12. Modave F, Guo Y, Bian J, Gurka M, Parish A, Smith M, Lee A, Buford T. Mobile Device Accuracy for Step Counting Across Age Groups. JMIR mHealth and uHealth 2017;5(6):e88 View
  13. Jia Y, Wang W, Wen D, Liang L, Gao L, Lei J. Perceived user preferences and usability evaluation of mainstream wearable devices for health monitoring. PeerJ 2018;6:e5350 View
  14. Liang J, Xian D, Liu X, Fu J, Zhang X, Tang B, Lei J. Usability Study of Mainstream Wearable Fitness Devices: Feature Analysis and System Usability Scale Evaluation. JMIR mHealth and uHealth 2018;6(11):e11066 View
  15. Bunn J, Jones C, Oliviera A, Webster M. Assessment of step accuracy using the Consumer Technology Association standard. Journal of Sports Sciences 2019;37(3):244 View
  16. van Haasteren A, Gille F, Fadda M, Vayena E. Development of the mHealth App Trustworthiness checklist. DIGITAL HEALTH 2019;5:205520761988646 View
  17. Navalta J, Montes J, Bodell N, Aguilar C, Lujan A, Guzman G, Kam B, Manning J, DeBeliso M. Wearable Device Validity in Determining Step Count During Hiking and Trail Running. Journal for the Measurement of Physical Behaviour 2018;1(2):86 View
  18. Snyder C, Dorsey E, Atreja A. The Best Digital Biomarkers Papers of 2017. Digital Biomarkers 2018;2(2):64 View
  19. Wiesner M, Zowalla R, Suleder J, Westers M, Pobiruchin M. Technology Adoption, Motivational Aspects, and Privacy Concerns of Wearables in the German Running Community: Field Study. JMIR mHealth and uHealth 2018;6(12):e201 View
  20. Zhang Z, Cajochen C, Khatami R. Social Jetlag and Chronotypes in the Chinese Population: Analysis of Data Recorded by Wearable Devices. Journal of Medical Internet Research 2019;21(6):e13482 View
  21. Yang X, Kovarik C. A systematic review of mobile health interventions in China: Identifying gaps in care. Journal of Telemedicine and Telecare 2021;27(1):3 View
  22. He W, Xie Y, Lu H, Wang M, Chen H. Predicting Coronary Atherosclerotic Heart Disease: An Extreme Learning Machine with Improved Salp Swarm Algorithm. Symmetry 2020;12(10):1651 View
  23. Ghadiri M, Marjani A, Mohammadinia S, Shirazian S. An insight into the estimation of relative humidity of air using artificial intelligence schemes. Environment, Development and Sustainability 2021;23(7):10194 View
  24. Zhao D, Liu L, Yu F, Heidari A, Wang M, Liang G, Muhammad K, Chen H. Chaotic random spare ant colony optimization for multi-threshold image segmentation of 2D Kapur entropy. Knowledge-Based Systems 2021;216:106510 View
  25. Chu Y, Bilal S, Hajizadeh M. Hybrid ferrofluid along with MWCNT for augmentation of thermal behavior of fluid during natural convection in a cavity. Mathematical Methods in the Applied Sciences 2020 View
  26. Li F, Almarashi A, Jafaryar M, Hajizadeh M, Chu Y. Melting process of nanoparticle enhanced PCM through storage cylinder incorporating fins. Powder Technology 2021;381:551 View
  27. Jiang Y, Moradi R, Abusorrah A, Hajizadeh M, Li Z. Effect of downstream sinusoidal wall on mixing performance of hydrogen multi-jets at supersonic flow: Numerical study. Aerospace Science and Technology 2021;109:106410 View
  28. Sun X, Bi Y, Guo Y, Ghadiri M, Mohammadinia S. CO2 geo-sequestration modeling study for contact angle estimation in ternary systems of brine, CO2, and mineral. Journal of Cleaner Production 2021;283:124662 View
  29. Melesse A, Khosravi K, Tiefenbacher J, Heddam S, Kim S, Mosavi A, Pham B. River Water Salinity Prediction Using Hybrid Machine Learning Models. Water 2020;12(10):2951 View
  30. Yao X, Huang X, Yang C, Hu A, Zhou G, Ju M, Lei J, Shu J. A Novel Approach to Assessing Differentiation Degree and Lymph Node Metastasis of Extrahepatic Cholangiocarcinoma: Prediction Using a Radiomics-Based Particle Swarm Optimization and Support Vector Machine Model. JMIR Medical Informatics 2020;8(10):e23578 View
  31. Li C, Li J, Chen H, Heidari A. Memetic Harris Hawks Optimization: Developments and perspectives on project scheduling and QoS-aware web service composition. Expert Systems with Applications 2021;171:114529 View
  32. Liang J, Zhang Z, Fan L, Shen D, Chen Z, Xu J, Ge F, Xin J, Lei J, Huang X. A Comparison of the Development of Medical Informatics in China and That in Western Countries from 2008 to 2018: A Bibliometric Analysis of Official Journal Publications. Journal of Healthcare Engineering 2020;2020:1 View
  33. Zhou W, Wang P, Heidari A, Zhao X, Turabieh H, Chen H. Random learning gradient based optimization for efficient design of photovoltaic models. Energy Conversion and Management 2021;230:113751 View
  34. Sun C, Rayeni N, Moghimihanjani M, Moradi R, Li Z. Effect of sinusoidal splitter on mixing performance of co-flow jets of hydrogen and air inside dual-combustor ramjet. Acta Astronautica 2021;180:211 View
  35. Yen H. Smart wearable devices as a psychological intervention for healthy lifestyle and quality of life: a randomized controlled trial. Quality of Life Research 2021;30(3):791 View
  36. Ye H, Wu P, Zhu T, Xiao Z, Zhang X, Zheng L, Zheng R, Sun Y, Zhou W, Fu Q, Ye X, Chen A, Zheng S, Heidari A, Wang M, Zhu J, Chen H, Li J. Diagnosing Coronavirus Disease 2019 (COVID-19): Efficient Harris Hawks-Inspired Fuzzy K-Nearest Neighbor Prediction Methods. IEEE Access 2021;9:17787 View
  37. Wang T, Almarashi A, Al-Turki Y, Abu-Hamdeh N, Hajizadeh M, Chu Y. Approaches for expedition of discharging of PCM involving nanoparticles and radial fins. Journal of Molecular Liquids 2021;329:115052 View
  38. Li J, Alawee W, Rawa M, Dhahad H, Chu Y, Issakhov A, Abu-Hamdeh N, Hajizadeh M. Heat recovery application of nanomaterial with existence of turbulator. Journal of Molecular Liquids 2021;326:115268 View
  39. Liang J, Li Y, Zhang Z, Shen D, Xu J, Zheng X, Wang T, Tang B, Lei J, Zhang J. Adoption of Electronic Health Records (EHRs) in China During the Past 10 Years: Consecutive Survey Data Analysis and Comparison of Sino-American Challenges and Experiences. Journal of Medical Internet Research 2021;23(2):e24813 View
  40. Bai Y, Alzahrani B, Baharom S, Habibi M. Semi-numerical simulation for vibrational responses of the viscoelastic imperfect annular system with honeycomb core under residual pressure. Engineering with Computers 2022;38(S5):3699 View
  41. Fan Y, Wang P, Heidari A, Zhao X, Turabieh H, Chen H. Delayed dynamic step shuffling frog-leaping algorithm for optimal design of photovoltaic models. Energy Reports 2021;7:228 View
  42. Bai Y, Suhatril M, Cao Y, Forooghi A, Assilzadeh H. Hygro–thermo–magnetically induced vibration of nanobeams with simultaneous axial and spinning motions based on nonlocal strain gradient theory. Engineering with Computers 2022;38(3):2509 View
  43. Afroozeh A. Analysis of Optical Modulator Based on Silicon Waveguide using FDTD. Silicon 2022;14(3):839 View
  44. Song S, Wang P, Heidari A, Wang M, Zhao X, Chen H, He W, Xu S. Dimension decided Harris hawks optimization with Gaussian mutation: Balance analysis and diversity patterns. Knowledge-Based Systems 2021;215:106425 View
  45. Premkumar M, Jangir P, Sowmya R, Alhelou H, Heidari A, Chen H. MOSMA: Multi-Objective Slime Mould Algorithm Based on Elitist Non-Dominated Sorting. IEEE Access 2021;9:3229 View
  46. Yang T, Jiang Z, Shang Y, Norouzi M. Systematic review on next-generation web-based software architecture clustering models. Computer Communications 2021;167:63 View
  47. Dang T, Bui T, Nguyen A, Almusawi M, Bui X. Nanomaterial transportation and heat transfer simulation in a penetrable canal using power law model. Applied Nanoscience 2023;13(1):313 View
  48. Almarashi A. Non-Darcy simulation of permeable domain filled with hybrid nanomaterial. Applied Nanoscience 2023;13(3):1761 View
  49. Liu W, Deng L, Cai Z, Li D, Rahimi A. Impact of in-plane follower force on the frequency response of the hybrid angle-ply laminated system via dynamic simulation and generalized differential quadrature framework. Engineering with Computers 2022;38(S5):3743 View
  50. Stone J, Rentz L, Forsey J, Ramadan J, Markwald R, Finomore V, Galster S, Rezai A, Hagen J. <p>Evaluations of Commercial Sleep Technologies for Objective Monitoring During Routine Sleeping Conditions</p>. Nature and Science of Sleep 2020;Volume 12:821 View
  51. Hu J, Chen H, Heidari A, Wang M, Zhang X, Chen Y, Pan Z. Orthogonal learning covariance matrix for defects of grey wolf optimizer: Insights, balance, diversity, and feature selection. Knowledge-Based Systems 2021;213:106684 View
  52. Hazarika S, Ahmed S, Yao S. Investigation of Cu–water nano-fluid of natural convection hydro-magnetic heat transport in a Darcian porous regime with diffusion-thermo. Applied Nanoscience 2023;13(1):283 View
  53. Xiong P, Almarashi A, Dhahad H, Alawee W, Abusorrah A, Issakhov A, Abu-Hamdeh N, Shafee A, Chu Y. Nanomaterial transportation and exergy loss modeling incorporating CVFEM. Journal of Molecular Liquids 2021;330:115591 View
  54. Bao W, Almarashi A, Pan H, Du Y, Issakhov A, Bui X, Yao S, Nguyen A. Hybrid nanomaterial transportation and Lorentz effects in a permeable sinusoidal duct. Journal of Molecular Liquids 2021;332:115796 View
  55. Abu-Hamdeh N. Design development and thermal performance assessment of latent heat storage of a solar stove unit involving NEPCM. Applied Nanoscience 2023;13(1):421 View
  56. Yen H, Huang H. Comparisons of physical activity and sedentary behavior between owners and non-owners of commercial wearable devices. Perspectives in Public Health 2021;141(2):89 View
  57. Xiong P, Almarashi A, Dhahad H, Alawee W, Issakhov A, Chu Y. Nanoparticles for phase change process of water utilizing FEM. Journal of Molecular Liquids 2021;334:116096 View
  58. Zhou S, Almarashi A, Talabany Z, Selim M, Issakhov A, Li Y, Yao S, Li Z. Augmentation of performance of system with dispersion of nanoparticles inside PCM. Journal of Molecular Liquids 2021;333:115921 View
  59. Zhou S, Almarashi A, Dara R, Issakhov A, Ge-JiLe H, Selim M, Hajizadeh M. Effect of permeability and MHD on nanoparticle transportation. Journal of Molecular Liquids 2021;335:116137 View
  60. Chu Y, Almusawi M, Hajizadeh M, Yao S, Bach Q. Hybrid nanomaterial treatment within a permeable tank considering irreversibility. International Journal of Modern Physics C 2021;32(05):2150061 View
  61. Zhang Z, Qi M, Hügli G, Khatami R. The Challenges and Pitfalls of Detecting Sleep Hypopnea Using a Wearable Optical Sensor: Comparative Study. Journal of Medical Internet Research 2021;23(7):e24171 View
  62. Ge-JiLe H, Alawee W, Nasir Dara R, Issakhov A, Mohamed Selim M, Reza Hajizadeh M. Influence of Lorentz and permeability on migration of nanoparticle. International Journal of Modern Physics C 2021;32(08):2150104 View
  63. Wang T, Fan L, Zheng X, Wang W, Liang J, An K, Ju M, Lei J. The Impact of Gamification induced SDT-based Users' feelings on the Continued Use of the mHealth App: A Structural Equation Model from the Self-Determination Theory Perspective (Preprint). Journal of Medical Internet Research 2020 View
  64. Yang L. Data acquisition and transmission of laboratory local area network based on fuzzy DEMATEL algorithm. Wireless Networks 2022;28(6):2795 View
  65. Stuart T, Hanna J, Gutruf P. Wearable devices for continuous monitoring of biosignals: Challenges and opportunities. APL Bioengineering 2022;6(2) View
  66. Lui G, Loughnane D, Polley C, Jayarathna T, Breen P. The Apple Watch for Monitoring Mental Health–Related Physiological Symptoms: Literature Review. JMIR Mental Health 2022;9(9):e37354 View
  67. Chu X. A comparison of coupled microeconomic and mental health devastating alterations between low-income and affluent countries afflicted with COVID-19. Work 2021;70(3):733 View
  68. Ráthonyi G, Takács V, Szilágyi R, Bácsné Bába É, Müller A, Bács Z, Harangi-Rákos M, Balogh L, Ráthonyi-Odor K. Your Physical Activity Is in Your Hand—Objective Activity Tracking Among University Students in Hungary, One of the Most Obese Countries in Europe. Frontiers in Public Health 2021;9 View
  69. Vijayakumar Bharathi S. , Ghosh S. Is a Smarter Generation in the Offing?. International Journal of Technology and Human Interaction 2022;18(1):1 View
  70. Shan W, Qiao Z, Heidari A, Chen H, Turabieh H, Teng Y. Double adaptive weights for stabilization of moth flame optimizer: Balance analysis, engineering cases, and medical diagnosis. Knowledge-Based Systems 2021;214:106728 View
  71. Yen H, Jin G, Chiu H. Smartphone app-based interventions targeting physical activity for weight management: A meta-analysis of randomized controlled trials. International Journal of Nursing Studies 2023;137:104384 View
  72. 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
  73. Liu J, Wei J, Heidari A, Kuang F, Zhang S, Gui W, Chen H, Pan Z. Chaotic simulated annealing multi-verse optimization enhanced kernel extreme learning machine for medical diagnosis. Computers in Biology and Medicine 2022;144:105356 View
  74. Ismail S, Nayan N, Mohammad Haniff M, Jaafar R, May Z. Wearable Two-Dimensional Nanomaterial-Based Flexible Sensors for Blood Pressure Monitoring: A Review. Nanomaterials 2023;13(5):852 View
  75. Yen H, Chiu H. The effectiveness of wearable technologies as physical activity interventions in weight control: A systematic review and meta‐analysis of randomized controlled trials. Obesity Reviews 2019;20(10):1485 View
  76. Alexander J, Sovakova M, Rena G. Factors affecting resting heart rate in free-living healthy humans. DIGITAL HEALTH 2022;8:205520762211290 View
  77. Nuo M, Fang H, Wang T, Liang J, He Y, Han H, Lei J. Understanding the research on tracking, diagnosing, and intervening in sleep disorders using mHealth apps: Bibliometric analysis and systematic reviews. DIGITAL HEALTH 2023;9:205520762311659 View
  78. Liang J, He Y, Xie J, Fan X, Liu Y, Wen Q, Shen D, Xu J, Gu S, Lei J. Mining electronic health records using artificial intelligence: Bibliometric and content analyses for current research status and product conversion. Journal of Biomedical Informatics 2023;146:104480 View
  79. 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

Books/Policy Documents

  1. Bedolla J, Pines J. Evidence‐Based Emergency Care. View