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

New Methods (959) Wearable Devices and Sensors (900) Novel Sensors and Data Acquisition Methods in Cardiology (198)

Published on in Vol 22, No 6 (2020): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/15471, first published .
Continuous Monitoring of Vital Signs in the General Ward Using Wearable Devices: Randomized Controlled Trial

Continuous Monitoring of Vital Signs in the General Ward Using Wearable Devices: Randomized Controlled Trial

Continuous Monitoring of Vital Signs in the General Ward Using Wearable Devices: Randomized Controlled Trial

Authors of this article:

Mariska Weenk1 Author Orcid Image ;   Sebastian J Bredie1 Author Orcid Image ;   Mats Koeneman1 Author Orcid Image ;   Gijs Hesselink1 Author Orcid Image ;   Harry van Goor1 Author Orcid Image ;   Tom H van de Belt1 Author Orcid Image
Article Authors Cited by (70) Tweetations (6) Metrics

Journals

  1. Rezayi S, Safaei A, Mohammadzadeh N, Potirakis S. Design and Evaluation of a Wearable Smart Blanket System for Monitoring Vital Signs of Patients in an Ambulance. Journal of Sensors 2021;2021(1) View
  2. Vodička S, Susič A, Zelko E. Implementation of a Savvy Mobile ECG Sensor for Heart Rhythm Disorder Screening at the Primary Healthcare Level: An Observational Prospective Study. Micromachines 2021;12(1):55 View
  3. Best J. Wearable technology: covid-19 and the rise of remote clinical monitoring. BMJ 2021:n413 View
  4. Iqbal F, Joshi M, Davies G, Khan S, Ashrafian H, Darzi A. Design of the pilot, proof of concept REMOTE-COVID trial: remote monitoring use in suspected cases of COVID-19 (SARS-CoV-2). Pilot and Feasibility Studies 2021;7(1) View
  5. Iqbal F, Joshi M, Davies G, Khan S, Ashrafian H, Darzi A. The pilot, proof of concept REMOTE-COVID trial: remote monitoring use in suspected cases of COVID-19 (SARS-CoV 2). BMC Public Health 2021;21(1) View
  6. Iqbal F, Joshi M, Khan S, Ashrafian H, Darzi A. Implementation of Wearable Sensors and Digital Alerting Systems in Secondary Care: Protocol for a Real-World Prospective Study Evaluating Clinical Outcomes. JMIR Research Protocols 2021;10(5):e26240 View
  7. Van H, Hao N, Phan Nguyen Quoc K, Hai H, Khoa L, Yen L, Nhat P, Hai Duong H, Thuy D, Zhu T, Greeff H, Clifton D, Thwaites C. Vital sign monitoring using wearable devices in a Vietnamese intensive care unit. BMJ Innovations 2021;7(Suppl 1):s7 View
  8. Hickey B, Chalmers T, Newton P, Lin C, Sibbritt D, McLachlan C, Clifton-Bligh R, Morley J, Lal S. Smart Devices and Wearable Technologies to Detect and Monitor Mental Health Conditions and Stress: A Systematic Review. Sensors 2021;21(10):3461 View
  9. Peelen R, Eddahchouri Y, Koeneman M, van de Belt T, van Goor H, Bredie S. Algorithms for Prediction of Clinical Deterioration on the General Wards: A Scoping Review. Journal of Hospital Medicine 2021;16(10):612 View
  10. Iqbal F, Joshi M, Fox R, Koutsoukou T, Sharma A, Wright M, Khan S, Ashrafian H, Darzi A. Outcomes of Vital Sign Monitoring of an Acute Surgical Cohort With Wearable Sensors and Digital Alerting Systems: A Pragmatically Designed Cohort Study and Propensity-Matched Analysis. Frontiers in Bioengineering and Biotechnology 2022;10 View
  11. Rozo A, Moeyersons J, Morales J, Garcia van der Westen R, Lijnen L, Smeets C, Jantzen S, Monpellier V, Ruttens D, Van Hoof C, Van Huffel S, Groenendaal W, Varon C. Data Augmentation and Transfer Learning for Data Quality Assessment in Respiratory Monitoring. Frontiers in Bioengineering and Biotechnology 2022;10 View
  12. Wells C, Xu W, Penfold J, Keane C, Gharibans A, Bissett I, O’Grady G. Wearable devices to monitor recovery after abdominal surgery: scoping review. BJS Open 2022;6(2) View
  13. Verdonk F, Feyaerts D, Badenes R, Bastarache J, Bouglé A, Ely W, Gaudilliere B, Howard C, Kotfis K, Lautrette A, Le Dorze M, Mankidy B, Matthay M, Morgan C, Mazeraud A, Patel B, Pattnaik R, Reuter J, Schultz M, Sharshar T, Shrestha G, Verdonk C, Ware L, Pirracchio R, Jabaudon M. Upcoming and urgent challenges in critical care research based on COVID-19 pandemic experience. Anaesthesia Critical Care & Pain Medicine 2022;41(5):101121 View
  14. Zahradka N, Geoghan S, Watson H, Goldberg E, Wolfberg A, Wilkes M. Assessment of Remote Vital Sign Monitoring and Alarms in a Real-World Healthcare at Home Dataset. Bioengineering 2022;10(1):37 View
  15. Eddahchouri Y, Peelen R, Koeneman M, Touw H, van Goor H, Bredie S. Effect of continuous wireless vital sign monitoring on unplanned ICU admissions and rapid response team calls: a before-and-after study. British Journal of Anaesthesia 2022;128(5):857 View
  16. McGillion M, Allan K, Ross-Howe S, Jiang W, Graham M, Marcucci M, Johnson A, Scott T, Ouellette C, Kocetkov D, Lounsbury J, Bird M, Harsha P, Sanchez K, Harvey V, Vincent J, Borges F, Carroll S, Peter E, Patel A, Bergh S, Devereaux P. Beyond Wellness Monitoring: Continuous Multiparameter Remote Automated Monitoring of Patients. Canadian Journal of Cardiology 2022;38(2):267 View
  17. van Goor H, Vernooij L, Breteler M, Kalkman C, Kaasjager K, van Loon K. Association of Continuously Measured Vital Signs With Respiratory Insufficiency in Hospitalized COVID-19 Patients: Retrospective Cohort Study. Interactive Journal of Medical Research 2022;11(2):e40289 View
  18. Restrepo A, Saha A, Khanna A, Huang E, Clark C. Use of a Multi-Sensor Monitoring Device in an Early Post-operative Mobilization Program. The American Surgeon™ 2022;88(8):1861 View
  19. Leenen J, Dijkman E, van Hout A, Kalkman C, Schoonhoven L, Patijn G. Nurses’ experiences with continuous vital sign monitoring on the general surgical ward: a qualitative study based on the Behaviour Change Wheel. BMC Nursing 2022;21(1) View
  20. Setyowati S, Arruum D, Handiyani H, Koestoer R. Digital Nursing Technology to Achieve Job Satisfaction: A Systematic Review. Open Access Macedonian Journal of Medical Sciences 2022;10(F):104 View
  21. Peters G, Peelen R, Gilissen V, Koning M, van Harten W, Doggen C. Detecting Patient Deterioration Early Using Continuous Heart rate and Respiratory rate Measurements in Hospitalized COVID-19 Patients. Journal of Medical Systems 2023;47(1) View
  22. Haahr‐Raunkjaer C, Mølgaard J, Elvekjaer M, Rasmussen S, Achiam M, Jorgensen L, Søgaard M, Grønbæk K, Oxbøll A, Sørensen H, Meyhoff C, Aasvang E. Continuous monitoring of vital sign abnormalities; association to clinical complications in 500 postoperative patients. Acta Anaesthesiologica Scandinavica 2022;66(5):552 View
  23. Shaik T, Tao X, Higgins N, Li L, Gururajan R, Zhou X, Acharya U. Remote patient monitoring using artificial intelligence: Current state, applications, and challenges. WIREs Data Mining and Knowledge Discovery 2023;13(2) View
  24. Kooij L, Peters G, Doggen C, van Harten W. Remote continuous monitoring with wireless wearable sensors in clinical practice, nurses perspectives on factors affecting implementation: a qualitative study. BMC Nursing 2022;21(1) View
  25. Hackl W, Hoerbst A. Clinical Information Systems Research in the Pandemic Year 2020. Yearbook of Medical Informatics 2021;30(01):134 View
  26. Brown A, Ferguson B, Jones V, Green B, Pearre J, Anunoby I, Beversdorf D, Barohn R, Cirstea C. Pilot Study of Real-World Monitoring of the Heart Rate Variability in Amyotrophic Lateral Sclerosis. Frontiers in Artificial Intelligence 2022;5 View
  27. Haveman M, van Melzen R, Schuurmann R, Hermens H, Tabak M, de Vries J. Feasibility and patient’s experiences of perioperative telemonitoring in major abdominal surgery: an observational pilot study. Expert Review of Medical Devices 2022;19(6):515 View
  28. Areia C, King E, Ede J, Young L, Tarassenko L, Watkinson P, Vollam S. Experiences of current vital signs monitoring practices and views of wearable monitoring: A qualitative study in patients and nurses. Journal of Advanced Nursing 2022;78(3):810 View
  29. Aagaard N, Larsen A, Aasvang E, Meyhoff C. The impact of continuous wireless monitoring on adverse device effects in medical and surgical wards: a review of current evidence. Journal of Clinical Monitoring and Computing 2023;37(1):7 View
  30. Areia C, Biggs C, Santos M, Thurley N, Gerry S, Tarassenko L, Watkinson P, Vollam S. The impact of wearable continuous vital sign monitoring on deterioration detection and clinical outcomes in hospitalised patients: a systematic review and meta-analysis. Critical Care 2021;25(1) View
  31. Iqbal F, Joshi M, Khan S, Wright M, Ashrafian H, Darzi A. Key Stakeholder Barriers and Facilitators to Implementing Remote Monitoring Technologies: Protocol for a Mixed Methods Analysis. JMIR Research Protocols 2022;11(7):e38437 View
  32. Choi A, Chung K, Chung S, Lee K, Hyun H, Kim J. Advantage of Vital Sign Monitoring Using a Wireless Wearable Device for Predicting Septic Shock in Febrile Patients in the Emergency Department: A Machine Learning-Based Analysis. Sensors 2022;22(18):7054 View
  33. Eddahchouri Y, Peelen R, Koeneman M, van Veenendaal A, van Goor H, Bredie S, Touw H. The Effect of Continuous Versus Periodic Vital Sign Monitoring on Disease Severity of Patients with an Unplanned ICU Transfer. Journal of Medical Systems 2023;47(1) View
  34. Gijsbers H, Kleiss J, Nurmohamed S, van de Belt T, Schijven M, Bekker M, Buijs M, Buskens E, Chavannes N, van Dam D, van Eldik N, Goossens J, Janssen M, Kasteleyn M, Kool R, Lachkar T, Lahr M, Martens H, Metting E, Silven A, Snoeren M, van der Steen M, Verdonck - de Leeuw I, Venema Taat N, Visser J, Willems S, van Zwieten V. Upscaling telemonitoring in Dutch University Medical Centres: A baseline measurement. International Journal of Medical Informatics 2023;175:105085 View
  35. Albanowski K, Burdick K, Bonafide C, Kleinpell R, Schlesinger J. Ten Years Later, Alarm Fatigue Is Still a Safety Concern. AACN Advanced Critical Care 2023;34(3):189 View
  36. Tan J, Koh W, Peh C, Lee A, Lau J, Chee C, Tan K. Surgical High Dependency Admissions after Elective Laparoscopic Colorectal Resections: Is It Truly Necessary?. Journal of Intensive Care Medicine 2024;39(2):153 View
  37. Kuchmenko T, Dorovskaya E, Menzhulina D, Chubarov T, Murakhovskii I. Evaluation of a Possibility of the Application of “Electronic Nose” to Monitoring Deviations in the Functional Obesity of Children in Hospital Conditions: Observations of Changes during Treatment. Journal of Analytical Chemistry 2023;78(3):390 View
  38. Becking-Verhaar F, Verweij R, de Vries M, Vermeulen H, van Goor H, Huisman-de Waal G. Continuous Vital Signs Monitoring with a Wireless Device on a General Ward: A Survey to Explore Nurses’ Experiences in a Post-Implementation Period. International Journal of Environmental Research and Public Health 2023;20(10):5794 View
  39. Holm M, Fålun N, Bendz B, Fridlund B, Langørgen J, Pettersen T, Sandau K, Norekvål T. The patient experience of in-hospital telemetry monitoring: a qualitative analysis. European Journal of Cardiovascular Nursing 2024;23(3):258 View
  40. Babenko L, Saveliefa N, Rudoy D, Olshevskaya A, Odabashyan M. High-tech garment for people with disabilities using IoT technology. E3S Web of Conferences 2023;431:09016 View
  41. van Ede E, Scheerhoorn J, Schonck F, van der Stam J, Buise M, Nienhuijs S, Bouwman R. Lessons Learned from Telemonitoring in an Outpatient Bariatric Surgery Pathway—Secondary Outcomes of a Patient Preference Clinical Trial. Obesity Surgery 2023;33(9):2725 View
  42. Beard J, Sethi A, Jiao W, Hyatt H, Yapici H, Erslon M, Overdyk F. Cost savings through continuous vital sign monitoring in the medical-surgical unit. Journal of Medical Economics 2023;26(1):760 View
  43. Leenen J, Rasing H, Kalkman C, Schoonhoven L, Patijn G. Process Evaluation of a Wireless Wearable Continuous Vital Signs Monitoring Intervention in 2 General Hospital Wards: Mixed Methods Study. JMIR Nursing 2023;6:e44061 View
  44. Khanna A, O'Connell N, Ahuja S, Saha A, Harris L, Cusson B, Faris A, Huffman C, Vallabhajosyula S, Clark C, Segal S, Wells B, Kirkendall E, Sessler D. Incidence, severity and detection of blood pressure and heart rate perturbations in postoperative ward patients after noncardiac surgery. Journal of Clinical Anesthesia 2023;89:111159 View
  45. Rajanna A, Bellary V, Puranic S, C. N, Nagaraj J, A. E, K. P. Continuous Remote Monitoring in Moderate and Severe COVID-19 Patients. Cureus 2023 View
  46. Debnath S, Koppel R, Saadi N, Potak D, Weinberger B, Zanos T. Prediction of intrapartum fever using continuously monitored vital signs and heart rate variability. DIGITAL HEALTH 2023;9 View
  47. Piet A, Jablonski L, Daniel Onwuchekwa J, Unkel S, Weber C, Grzegorzek M, Ehlers J, Gaus O, Neumann T. Non-Invasive Wearable Devices for Monitoring Vital Signs in Patients with Type 2 Diabetes Mellitus: A Systematic Review. Bioengineering 2023;10(11):1321 View
  48. Thekkan K, Genna C, Ferro F, Cecchetti C, Dall'Oglio I, Tiozzo E, Raponi M, Gawronski O, Querciati A, Ciaralli I, Renzetti T, Pomponi M, Gargano D, Cirulli L, Roberti M, Portanova A, Iula A, Bevilacqua P, Bergadano A, Zimermann D, Calza S, Leo R, Schreiber S, Buchini S, La Bianca R, Volta L, Manzoni S, Morandi F, Lubrano R, Rocco G. Pediatric vital signs monitoring in hospital wards: Recognition systems and factors influencing nurses' attitudes and practices. Journal of Pediatric Nursing 2023;73:e602 View
  49. van Noort H, Becking-Verhaar F, Bahlman-van Ooijen W, Pel M, van Goor H, Huisman-de Waal G. Three Years of Continuous Vital Signs Monitoring on the General Surgical Ward: Is It Sustainable? A Qualitative Study. Journal of Clinical Medicine 2024;13(2):439 View
  50. Pruijsten R, Ista E, Maben J, van Heel L, van Dijk M. Nurses’ perceptions of the transition to 100% single-occupancy patient rooms in a university hospital in the Netherlands: an uncontrolled before and after study. BMC Nursing 2024;23(1) View
  51. Morgan S. Nurse productivity: using evidence to enhance nurses’ use of time. Nursing Standard 2024;39(5):30 View
  52. Chen J, Jiang W, Song Y. Wearable electronic devices in the intensive care units. Clinical eHealth 2024;7:36 View
  53. Tanbeer S, Sykes E. MiVitals– xed Reality Interface for Monitoring: A HoloLens based prototype for healthcare practices. Computational and Structural Biotechnology Journal 2024;24:160 View
  54. Moulaei K, Moulaei R, Bahaadinbeigy K. The most used questionnaires for evaluating the usability of robots and smart wearables: A scoping review. DIGITAL HEALTH 2024;10 View
  55. Kuchmenko T, Dorovskaya E, Menzhulina D, Chubarov T, Murakhovskii I. Evaluation of a Possibility of the Application of “Electronic Nose” to Monitoring Deviations in the Functional Obesity of Children in Hospital Conditions: Observations of Changes during Treatment. Журнал аналитической химии 2023;78(3):274 View
  56. Kant N, Garssen S, Vernooij C, Mauritz G, Koning M, Bosch F, Doggen C. Enhancing discharge decision-making through continuous monitoring in an acute admission ward: a randomized controlled trial. Internal and Emergency Medicine 2024;19(4):1051 View
  57. Helmer P, Hottenrott S, Wienböker K, Pryss R, Drosos V, Seitz A, Röder D, Jovanovic A, Brugger J, Kranke P, Meybohm P, Winkler B, Sammeth M. Reliability of continuous vital sign monitoring in post-operative patients employing consumer-grade fitness trackers: A randomised pilot trial. DIGITAL HEALTH 2024;10 View
  58. L S P, Khurdi S, G P, Mary S P. Impact of Remote Patient Monitoring Systems on Nursing Time, Healthcare Providers, and Patient Satisfaction in General Wards. Cureus 2024 View
  59. G 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: Digital Health Technology Evaluation Study. JMIR mHealth and uHealth 2024;12:e53643 View
  60. Yadav A, Dandu H, Parchani G, Chokalingam K, Kadambi P, Mishra R, Jahan A, Teboul J, Latour J. Early detection of deteriorating patients in general wards through continuous contactless vital signs monitoring. Frontiers in Medical Technology 2024;6 View
  61. van Melzen R, Haveman M, Schuurmann R, van Amsterdam K, El Moumni M, Tabak M, Struys M, de Vries J. Validity and Reliability of Wearable Sensors for Continuous Postoperative Vital Signs Monitoring in Patients Recovering from Trauma Surgery. Sensors 2024;24(19):6379 View
  62. Bowles T, Trentino K, Lloyd A, Trentino L, Jones G, Murray K, Thompson A, Halpin S, Waterer G. Outcomes in patients receiving continuous monitoring of vital signs on general wards: A systematic review and meta-analysis of randomised controlled trials. DIGITAL HEALTH 2024;10 View
  63. Madanian S, Chinbat T, Subasinghage M, Airehrour D, Hassandoust F, Yongchareon S. Health IoT Threats: Survey of Risks and Vulnerabilities. Future Internet 2024;16(11):389 View
  64. Khan S, Kim J, Kang T, Park G, Lee S, Park J, Kim W. Compact Vital-Sensing Band with Uninterrupted Power Supply for Core Body Temperature and Pulse Rate Monitoring. ACS Sensors 2024;9(11):5885 View
  65. Tandon A, Cobb B, Centra J, Izmailova E, Manyakov N, McClenahan S, Patel S, Sezgin E, Vairavan S, Vrijens B, Bakker J. Human Factors, Human-Centered Design, and Usability of Sensor-Based Digital Health Technologies: Scoping Review. Journal of Medical Internet Research 2024;26:e57628 View

Books/Policy Documents

  1. Tung J, Gower S, Ooteghem K, Nouredanesh M, Gage W. Digital Health. View
  2. Nerella S, Gonzalez K, Cupka J, Ruppert M, Loftus T, Bihorac A, Rashidi P. Encyclopedia of Sensors and Biosensors. View
  3. Bhat G, Hussein D, Yamin N. Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing. View