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

Digital Health Reviews (1318) 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/18636, first published .
Current Evidence for Continuous Vital Signs Monitoring by Wearable Wireless Devices in Hospitalized Adults: Systematic Review

Current Evidence for Continuous Vital Signs Monitoring by Wearable Wireless Devices in Hospitalized Adults: Systematic Review

Current Evidence for Continuous Vital Signs Monitoring by Wearable Wireless Devices in Hospitalized Adults: Systematic Review

Authors of this article:

Jobbe PL Leenen1 Author Orcid Image ;   Crista Leerentveld2 Author Orcid Image ;   Joris D van Dijk3 Author Orcid Image ;   Henderik L van Westreenen1 Author Orcid Image ;   Lisette Schoonhoven4, 5 Author Orcid Image ;   Gijsbert A Patijn1 Author Orcid Image
Article Authors Cited by (122) Tweetations (15) Metrics

Journals

  1. Le Guen M, Squara P, Ma S, Adjavon S, Trillat B, Merzoug M, Aegerter P, Fischler M. Patch validation: an observational study protocol for the evaluation of a multisignal wearable sensor in patients during anaesthesia and in the postanaesthesia care unit. BMJ Open 2020;10(9):e040453 View
  2. Manta C, Jain S, Coravos A, Mendelsohn D, Izmailova E. An Evaluation of Biometric Monitoring Technologies for Vital Signs in the Era of COVID‐19. Clinical and Translational Science 2020;13(6):1034 View
  3. Areia C, Young L, Vollam S, Ede J, Santos M, Tarassenko L, Watkinson P. Wearability Testing of Ambulatory Vital Sign Monitoring Devices: Prospective Observational Cohort Study. JMIR mHealth and uHealth 2020;8(12):e20214 View
  4. Koppel R, Debnath S, Zanos T, Saadi N, Potak D, Meirowitz N, Weinberger B. Efficacy of continuous monitoring of maternal temperature during labor using wireless axillary sensors. Journal of Clinical Monitoring and Computing 2022;36(1):103 View
  5. van Goor H, Eddahchouri Y, van Loon K, Bredie S, Schoonhoven L, Kaasjager H, van Goor H. Can continuous remote vital sign monitoring reduce the number of room visits to patients suspected of COVID-19: A quasi-experimental study. International Journal of Nursing Studies 2021;115:103868 View
  6. Paganelli A, Velmovitsky P, Miranda P, Branco A, Alencar P, Cowan D, Endler M, Morita P. A conceptual IoT-based early-warning architecture for remote monitoring of COVID-19 patients in wards and at home. Internet of Things 2022;18:100399 View
  7. Cheng S, Chan J, Tan C, Lu E, Sultana R, Sng B. Use of wireless respiratory rate sensor monitoring during opioid patient-controlled analgesia after gynaecological surgery. Indian Journal of Anaesthesia 2021;65(2):146 View
  8. Leenen J, Dijkman E, van Dijk J, van Westreenen H, Kalkman C, Schoonhoven L, Patijn G. Feasibility of continuous monitoring of vital signs in surgical patients on a general ward: an observational cohort study. BMJ Open 2021;11(2):e042735 View
  9. Chau N, Hai H, Greeff H, Phan Nguyen Quoc K, Trieu H, Khoa L, Nguyen C, Van H, Yen L, Tan L, Dung N, Clifton D, Yacoub S, Thwaites C. Wearable remote monitoring for patients with COVID-19 in low-resource settings: case study. BMJ Innovations 2021;7(Suppl 1):s12 View
  10. Lee S, Choi J, Lee H, Sang S, Lee H, Hong H. Factors Influencing Nurses’ Willingness to Speak Up Regarding Patient Safety in East Asia: A Systematic Review. Risk Management and Healthcare Policy 2021;Volume 14:1053 View
  11. van Rossum M, Leenen J, Kingma F, Breteler M, van Hillegersberg R, Ruurda J, Kouwenhoven E, van Det M, Luyer M, Nieuwenhuijzen G, Kalkman C, Hermens H. Expectations of Continuous Vital Signs Monitoring for Recognizing Complications After Esophagectomy: Interview Study Among Nurses and Surgeons. JMIR Perioperative Medicine 2021;4(1):e22387 View
  12. Areia C, Vollam S, Young L, Biggs C, Pimentel M, Santos M, Thurley N, Gerry S, Tarassenko L, Watkinson P. Protocol for a systematic review assessing ambulatory vital sign monitoring impact on deterioration detection and related clinical outcomes in hospitalised patients. BMJ Open 2021;11(5):e047715 View
  13. Elvekjaer M, Carlsson C, Rasmussen S, Porsbjerg C, Grønbæk K, Haahr-Raunkjær C, Sørensen H, Aasvang E, Meyhoff C. Agreement between wireless and standard measurements of vital signs in acute exacerbation of chronic obstructive pulmonary disease: a clinical validation study. Physiological Measurement 2021;42(5):055006 View
  14. Monaco V, Stefanini C. Assessing the Tidal Volume through Wearables: A Scoping Review. Sensors 2021;21(12):4124 View
  15. Morgado Areia C, Santos M, Vollam S, Pimentel M, Young L, Roman C, Ede J, Piper P, King E, Gustafson O, Harford M, Shah A, Tarassenko L, Watkinson P. A Chest Patch for Continuous Vital Sign Monitoring: Clinical Validation Study During Movement and Controlled Hypoxia. Journal of Medical Internet Research 2021;23(9):e27547 View
  16. Nakamura T, Kato H, Kitamura A, Kimura H, Takimoto A, Yokota T, Someya T. 6‐2: Invited Paper: An Imager with Organic Photodetectors Based on LTPS‐TFT Technology. SID Symposium Digest of Technical Papers 2021;52(1):45 View
  17. 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
  18. Paternot A, Aegerter P, Martin A, Ouattara J, Ma S, Adjavon S, Trillat B, Alfonsi P, Fischler M, Le Guen M. Screening for postoperative complications by continuous monitoring: protocol for the Biobeat-Postop cohort study. F1000Research 2021;10:622 View
  19. Scheerhoorn J, van Ede L, Luyer M, Buise M, Bouwman R, Nienhuijs S. Postbariatric EArly discharge Controlled by Healthdot (PEACH) trial: study protocol for a preference-based randomized trial. Trials 2022;23(1) View
  20. Michard F, Thiele R, Saugel B, Joosten A, Flick M, Khanna A, Biais M, Bonhomme V, Buhre W, Cholley B, Constantin J, Futier E, Jaber S, Leone M, Preckel B, Reuter D, Schoettker P, Scheeren T, Sander M, Steiner L, Treskatsch S, Zacharowski K, Afonso A, Arora L, Ault M, Bartels K, Brown C, Brown D, Colquhoun D, Fink R, Gan T, Hanson N, Hyder O, Miller T, McEvoy M, Pearl R, Pirracchio R, Popovich M, Satyapriya S, Segal B, Williams G. Wireless wearables for postoperative surveillance on surgical wards: a survey of 1158 anaesthesiologists in Western Europe and the USA. BJA Open 2022;1:100002 View
  21. Haahr-Raunkjaer C, Skovbye M, Rasmussen S, Elvekjaer M, Sørensen H, Meyhoff C, Aasvang E. Agreement between standard and continuous wireless vital sign measurements after major abdominal surgery: a clinical comparison study. Physiological Measurement 2022;43(11):115007 View
  22. Paganelli A, Mondéjar A, da Silva A, Silva-Calpa G, Teixeira M, Carvalho F, Raposo A, Endler M. Real-time data analysis in health monitoring systems: A comprehensive systematic literature review. Journal of Biomedical Informatics 2022;127:104009 View
  23. Leenen J, Rasing H, van Dijk J, Kalkman C, Schoonhoven L, Patijn G, Lumenta D. Feasibility of wireless continuous monitoring of vital signs without using alarms on a general surgical ward: A mixed methods study. PLOS ONE 2022;17(3):e0265435 View
  24. Boyer J, Eckmann J, Strohmayer K, Koele W, Federspiel M, Schenk M, Weiss G, Krause R. Investigation of Non-invasive Continuous Body Temperature Measurements in a Clinical Setting Using an Adhesive Axillary Thermometer (SteadyTemp®). Frontiers in Digital Health 2021;3 View
  25. Shuvo I, Shah A, Dagdeviren C. Electronic Textile Sensors for Decoding Vital Body Signals: State‐of‐the‐Art Review on Characterizations and Recommendations. Advanced Intelligent Systems 2022;4(4) View
  26. Holland M, Kellett J. The United Kingdom’s National Early Warning Score: should everyone use it? A narrative review. Internal and Emergency Medicine 2023;18(2):573 View
  27. Fan E, Ang S, Phua G, Chen Ee L, Wong K, Tan F, Tan L, Ayre T, Chua C, Tan B, Yeo K. Factors to Consider in the Use of Vital Signs Wearables to Minimize Contact With Stable COVID-19 Patients: Experience of Its Implementation During the Pandemic. Frontiers in Digital Health 2021;3 View
  28. Do W, Russell R, Wheeler C, Lockwood M, De Vos M, Pavord I, Bafadhel M. Performance of Contactless Respiratory Rate Monitoring by Albus HomeTM, an Automated System for Nocturnal Monitoring at Home: A Validation Study. Sensors 2022;22(19):7142 View
  29. Somani S, Yu K, Chiu A, Sykes K, Villwock J. Consumer Wearables for Patient Monitoring in Otolaryngology: A State of the Art Review. Otolaryngology–Head and Neck Surgery 2022;167(4):620 View
  30. Mulder S, Omidvari A, Rueten-Budde A, Huang P, Kim K, Bais B, Rousian M, Hai R, Akgun C, van Lennep J, Willemsen S, Rijnbeek P, Tax D, Reinders M, Boersma E, Rizopoulos D, Visch V, Steegers-Theunissen R. Dynamic Digital Twin: Diagnosis, Treatment, Prediction, and Prevention of Disease During the Life Course. Journal of Medical Internet Research 2022;24(9):e35675 View
  31. Haveman M, van Melzen R, Schuurmann R, El Moumni M, Hermens H, Tabak M, de Vries J. Continuous monitoring of vital signs with the Everion biosensor on the surgical ward: a clinical validation study. Expert Review of Medical Devices 2021;18(sup1):145 View
  32. van Rossum M, da Silva P, Wang Y, Kouwenhoven E, Hermens H. Missing data imputation techniques for wireless continuous vital signs monitoring. Journal of Clinical Monitoring and Computing 2023;37(5):1387 View
  33. Hawthorne G, Greening N, Esliger D, Briggs-Price S, Richardson M, Chaplin E, Clinch L, Steiner M, Singh S, Orme M. Usability of Wearable Multiparameter Technology to Continuously Monitor Free-Living Vital Signs in People Living With Chronic Obstructive Pulmonary Disease: Prospective Observational Study. JMIR Human Factors 2022;9(1):e30091 View
  34. Giordano N, Kane A, Rodriguez R, Papay D, Canales B, Kirk K, Buckenmaier C, Highland K. Changes in actigraphy metrics associated with PROMIS measures after orthopaedic surgery. International Journal of Nursing Practice 2022;28(6) View
  35. 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
  36. Gangl C, Krychtiuk K. Digital health—high tech or high touch?. Wiener Medizinische Wochenschrift 2023;173(5-6):115 View
  37. van Ede E, Scheerhoorn J, Buise M, Bouwman R, Nienhuijs S, Wolf S. Telemonitoring for perioperative care of outpatient bariatric surgery: Preference-based randomized clinical trial. PLOS ONE 2023;18(2):e0281992 View
  38. Haveman M, van Rossum M, Vaseur R, van der Riet C, Schuurmann R, Hermens H, de Vries J, Tabak M. Continuous Monitoring of Vital Signs With Wearable Sensors During Daily Life Activities: Validation Study. JMIR Formative Research 2022;6(1):e30863 View
  39. Chua C, Ko S, Lai Y, Lim Y, Shorey S. Perceptions of Hospital-at-Home Among Stakeholders: a Meta-synthesis. Journal of General Internal Medicine 2022;37(3):637 View
  40. Xu W, Gharibans A, Bissett I, O’Grady G, Wells C, Areia C, Biggs C, Santos M, Thurley N, Gerry S, Tarassenko L, Watkinson P, Vollam S. Continuous wireless postoperative monitoring using wearable devices: further device innovation is needed. Critical Care 2021;25(1) View
  41. 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
  42. van Goor H, van Loon K, Breteler M, Kalkman C, Kaasjager K, Oster H. Circadian patterns of heart rate, respiratory rate and skin temperature in hospitalized COVID-19 patients. PLOS ONE 2022;17(7):e0268065 View
  43. Xu S, Kim J, Walter J, Ghaffari R, Rogers J. Translational gaps and opportunities for medical wearables in digital health. Science Translational Medicine 2022;14(666) View
  44. 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
  45. Manta C, Mahadevan N, Bakker J, Ozen Irmak S, Izmailova E, Park S, Poon J, Shevade S, Valentine S, Vandendriessche B, Webster C, Goldsack J. EVIDENCE Publication Checklist for Studies Evaluating Connected Sensor Technologies: Explanation and Elaboration. Digital Biomarkers 2021;5(2):127 View
  46. Van Velthoven M, Oke J, Kardos A. ChroniSense National Early Warning Score Study: Comparison Study of a Wearable Wrist Device to Measure Vital Signs in Patients Who Are Hospitalized. Journal of Medical Internet Research 2023;25:e40226 View
  47. 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
  48. Paternot A, Aegerter P, Martin A, Ouattara J, Ma S, Adjavon S, Trillat B, Alfonsi P, Fischler M, Le Guen M. Screening for postoperative vital signs abnormalities, and particularly hemodynamic ones, by continuous monitoring: protocol for the Biobeat-Postop cohort study. F1000Research 2021;10:622 View
  49. Santos M, Vollam S, Pimentel M, Areia C, Young L, Roman C, Ede J, Piper P, King E, Harford M, Shah A, Gustafson O, Tarassenko L, Watkinson P. The Use of Wearable Pulse Oximeters in the Prompt Detection of Hypoxemia and During Movement: Diagnostic Accuracy Study. Journal of Medical Internet Research 2022;24(2):e28890 View
  50. Sobianin I, Psoma S, Tourlidakis A. Recent Advances in Energy Harvesting from the Human Body for Biomedical Applications. Energies 2022;15(21):7959 View
  51. Peyroteo M, Ferreira I, Elvas L, Ferreira J, Lapão L. Remote Monitoring Systems for Patients With Chronic Diseases in Primary Health Care: Systematic Review. JMIR mHealth and uHealth 2021;9(12):e28285 View
  52. 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
  53. Yap J, Haines M, Nowroozpoor A, Armour R, Luongo A, Sidhu G, Scheuermeyer F, Hutton J, Helmer J, Bolster J, Puyat J, Christenson J, Grunau B. Rationale for withholding professional resuscitation in emergency medical system-attended out-of-hospital cardiac arrest. Resuscitation 2022;170:201 View
  54. 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
  55. Javanbakht M, Moradi-Lakeh M, Mashayekhi A, Atkinson J. Continuous Monitoring of Respiratory Rate with Wearable Sensor in Patients Admitted to Hospital with Pneumonia Compared with Intermittent Nurse-Led Monitoring in the United Kingdom: A Cost-Utility Analysis. PharmacoEconomics - Open 2022;6(1):73 View
  56. Aggarwal R, Gunaseelan V, Manual D, Sanker M, Prabaaker S. Clinical Evaluation of a Wireless Device for Monitoring Vitals in Newborn Babies. Indian Journal of Pediatrics 2023;90(11):1110 View
  57. Wang J, Zang Y, Wu Q, She Y, Xu H, Zhang J, Cai S, Li Y, Zhang Z. Predicting Adverse Events During Six-Minute Walk Test Using Continuous Physiological Signals. Frontiers in Physiology 2022;13 View
  58. 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
  59. Félix J, Moreira J, Santos R, Kontio E, Pinheiro A, Sousa A. Health-Related Telemonitoring Parameters/Signals of Older Adults: An Umbrella Review. Sensors 2023;23(2):796 View
  60. 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
  61. van der Stam J, Mestrom E, Nienhuijs S, de Hingh I, Boer A, van Riel N, de Groot K, Verhaegh W, Scharnhorst V, Bouwman R. A wearable patch based remote early warning score (REWS) in major abdominal cancer surgery patients. European Journal of Surgical Oncology 2023;49(1):278 View
  62. 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
  63. Elvekjaer M, Rasmussen S, Grønbæk K, Porsbjerg C, Jensen J, Haahr-Raunkjær C, Mølgaard J, Søgaard M, Sørensen H, Aasvang E, Meyhoff C. Clinical impact of vital sign abnormalities in patients admitted with acute exacerbation of chronic obstructive pulmonary disease: an observational study using continuous wireless monitoring. Internal and Emergency Medicine 2022;17(6):1689 View
  64. Grønbæk K, Rasmussen S, Langer N, Vincentz M, Oxbøll A, Søgaard M, Awada H, Jensen T, Jensen M, Sørensen H, Aasvang E, Meyhoff C. Continuous monitoring is superior to manual measurements in detecting vital sign deviations in patients with COVID‐19. Acta Anaesthesiologica Scandinavica 2023;67(5):640 View
  65. Hotta S, Ashida K, Tanaka M. Night‐time detection and response in relation to deteriorating inpatients: A scoping review. Nursing in Critical Care 2024;29(1):178 View
  66. Leenen J, Ardesch V, Patijn G. Remote Home Monitoring of Continuous Vital Sign Measurements by Wearables in Patients Discharged After Colorectal Surgery: Observational Feasibility Study. JMIR Perioperative Medicine 2023;6:e45113 View
  67. Peelen R, Eddahchouri Y, Koeneman M, Melis R, van Goor H, Bredie S. Comparing Continuous with Periodic Vital Sign Scoring for Clinical Deterioration Using a Patient Data Model. Journal of Medical Systems 2023;47(1) View
  68. 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
  69. 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
  70. van Rossum M, Bekhuis R, Wang Y, Hegeman J, Folbert E, Vollenbroek-Hutten M, Kalkman C, Kouwenhoven E, Hermens H. Early Warning Scores to Support Continuous Wireless Vital Sign Monitoring for Complication Prediction in Patients on Surgical Wards: Retrospective Observational Study. JMIR Perioperative Medicine 2023;6:e44483 View
  71. 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
  72. Gijsbers H, Nurmohamed A, van de Belt T, Schijven M. The National Coordinated Citrien eHealth Program to Scale Up Telemonitoring: Protocol for a Before-and-After Evaluation Study. JMIR Research Protocols 2023;12:e45201 View
  73. Bello C, Luedi M. Postoperative intrahospital monitoring: Transforming the danger zone. Journal of Clinical Anesthesia 2024;92:111183 View
  74. Garssen S, Kant N, Vernooij C, Mauritz G, Koning M, Bosch F, Doggen C. Continuous monitoring of patients in and after the acute admission ward to improve clinical pathways: study protocol for a randomized controlled trial (Optimal-AAW). Trials 2023;24(1) View
  75. Sobianin I, Psoma S, Tourlidakis A. A hybrid piezoelectric and electrostatic energy harvester for scavenging arterial pulsations. Materials Today: Proceedings 2023;93:16 View
  76. Posthuma L, Preckel B. Initiatives to detect and prevent death from perioperative deterioration. Current Opinion in Anaesthesiology 2023 View
  77. Rasmussen S, Grønbæk K, Mølgaard J, Haahr-Raunkjær C, Meyhoff C, Aasvang E, Sørensen H. Quantifying physiological stability in the general ward using continuous vital signs monitoring: the circadian kernel density estimator. Journal of Clinical Monitoring and Computing 2023;37(6):1607 View
  78. van Goor H, Breteler M, Schoonhoven L, Kalkman C, van Loon K, Kaasjager K, Twumasi-Ankrah S. Interpretation of continuously measured vital signs data of COVID-19 patients by nurses and physicians at the general ward: A mixed methods study. PLOS ONE 2023;18(5):e0286080 View
  79. Choi A, Choi S, Chung K, Chung H, Song T, Choi B, Kim J. Development of a machine learning-based clinical decision support system to predict clinical deterioration in patients visiting the emergency department. Scientific Reports 2023;13(1) View
  80. Gutiérrez Á, Blanco P, Ruiz V, Chatzigeorgiou C, Oregui X, Álvarez M, Navarro S, Feidakis M, Azpiroz I, Izquierdo G, Larraga-García B, Kasnesis P, Olaizola I, Álvarez F. Biosignals Monitoring of First Responders for Cognitive Load Estimation in Real-Time Operation. Applied Sciences 2023;13(13):7368 View
  81. van Melzen R, Haveman M, Schuurmann R, Struys M, de Vries J. Implementing Wearable Sensors for Clinical Application at a Surgical Ward: Points to Consider before Starting. Sensors 2023;23(15):6736 View
  82. 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
  83. Buss A, Areia C, Biggs C, Edmundson H, Young L, Roman C, Santos M, Tarassenko L, Watkinson P, Vollam S. Using a novel ambulatory monitoring system to support patient safety on an acute infectious disease ward during an unfolding pandemic. Journal of Advanced Nursing 2024;80(6):2452 View
  84. Meijer A, Arts L, Gomez R, van den Broek E. Electrodermal activity: A continuous monitor of well-being. Journal of Smart Cities and Society 2023;2(4):193 View
  85. Kjærgaard K, Mølgaard J, Rasmussen S, Meyhoff C, Aasvang E. The effect of technical filtering and clinical criteria on alert rates from continuous vital sign monitoring in the general ward. Hospital Practice 2023;51(5):295 View
  86. Lee K, Chen Y, Yang Y, Wang W. On practicing magicine, from wonder to care: A systematic review of studies that apply magic in healthcare. Social Science & Medicine 2024;341:116541 View
  87. Posthuma L, Breteler M, Lirk P, Nieveen van Dijkum E, Visscher M, Breel J, Wensing C, Schenk J, Vlaskamp L, van Rossum M, Ruurda J, Dijkgraaf M, Hollmann M, Kalkman C, Preckel B. Surveillance of high-risk early postsurgical patients for real-time detection of complications using wireless monitoring (SHEPHERD study): results of a randomized multicenter stepped wedge cluster trial. Frontiers in Medicine 2024;10 View
  88. 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
  89. Rayan A, Al-Ghabeesh S, Fawaz M, Behar A, Toumi A. Experiences, barriers and expectations regarding current patient monitoring systems among ICU nurses in a University Hospital in Lebanon: a qualitative study. Frontiers in Digital Health 2024;6 View
  90. Considine J, Casey P, Omonaiye O, van Gulik N, Allen J, Currey J. Importance of specific vital signs in nurses' recognition and response to deteriorating patients: A scoping review. Journal of Clinical Nursing 2024;33(7):2544 View
  91. Lee J, Rachim V, Hwang Y, Park S. Modular-Hybrid Wearable Cardiopulmonary Monitoring Sensor for Unobstructive Critical Care: With a Demonstration in Practice. IEEE Sensors Journal 2024;24(6):8763 View
  92. Alshehri A, Ince J, Panerai R, Divall P, Robinson T, Minhas J. Physiological Variability during Prehospital Stroke Care: Which Monitoring and Interventions Are Used?. Healthcare 2024;12(8):835 View
  93. Papathanakos G, Blot S, Koulenti D. Should we base our blood culture sampling on early changes in skin surface temperature?. Intensive and Critical Care Nursing 2024;83:103712 View
  94. De Sario Velasquez G, Borna S, Maniaci M, Coffey J, Haider C, Demaerschalk B, Forte A. Economic Perspective of the Use of Wearables in Health Care: A Systematic Review. Mayo Clinic Proceedings: Digital Health 2024;2(3):299 View
  95. Ahmad F, Muhmood T. Clinical translation of nanomedicine with integrated digital medicine and machine learning interventions. Colloids and Surfaces B: Biointerfaces 2024;241:114041 View
  96. Leoncini S, Boasiako L, Di Lucia S, Beker A, Scandurra V, Vignoli A, Canevini M, Prato G, Nobili L, Nicotera A, Di Rosa G, Chiarini M, Cutrera R, Grosso S, Lazzeri G, Tongiorgi E, Morano P, Botteghi M, Barducci A, De Felice C. 24-h continuous non-invasive multiparameter home monitoring of vitals in patients with Rett syndrome by an innovative wearable technology: evidence of an overlooked chronic fatigue status. Frontiers in Neurology 2024;15 View
  97. Bowles T, Trentino K, Lloyd A, Trentino L, Murray K, Thompson A, Sanfilippo F, Waterer G. Health in a Virtual Environment (HIVE): A Novel Continuous Remote Monitoring Service for Inpatient Management. Healthcare 2024;12(13):1265 View
  98. 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
  99. Kim S, Pinker E, Rimar J, Bradley E. Impact of Severity-Adjusted Workload on Health Status of Patients Discharge from an ICU. SSRN Electronic Journal 2015 View
  100. Weller G, Mault J, Ventura M, Adams J, Campbell F, Tremper K. A Retrospective Observational Study of Continuous Wireless Vital Sign Monitoring via a Medical Grade Wearable Device on Hospitalized Floor Patients. Journal of Clinical Medicine 2024;13(16):4747 View
  101. Kim S, Pinker E, Rimar J. Impact of Capacity Strain on the Health Status of Patients Discharged From an Intensive Care Unit. Production and Operations Management 2024 View
  102. Sikakulya F, Nakitende I, Nabiryo J, Pakdel R, Namuleme S, Lumala A, Kellett J. The optimal duration of continuous respiratory rate monitoring to predict in-hospital mortality within seven days of admission – A pilot study in a low resource setting. Resuscitation Plus 2024;20:100768 View
  103. Wilkes M, Kramer A, Pugmire J, Pilkington C, Zaniello B, Zahradka N. Hospital Is Not the Home: Lessons From Implementing Remote Technology to Support Acute Inpatient and Transitional Care in the Home in the United States and United Kingdom. Journal of Medical Internet Research 2024;26:e58888 View
  104. 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
  105. Zellhuber I, Schade M, Adams T, Blobner M, Weber M, Bubb C. Transforming in-clinic post-operative and intermediate care with cosinuss°. Computational and Structural Biotechnology Journal 2024;24:630 View
  106. 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
  107. Xue S, Xu Z, Wang Y, Shi J, Yucel A. Simultaneous multi-person vital signs monitoring using multiple-input multiple-output FMCW millimeter wave radar. AEU - International Journal of Electronics and Communications 2025;188:155578 View
  108. Abdulsadig R, Devani N, Singh S, Patel Z, Pramono R, Mandal S, Rodriguez-Villegas E. Clinical Validation of Respiratory Rate Estimation Using Acoustic Signals from a Wearable Device. Journal of Clinical Medicine 2024;13(23):7199 View
  109. Li J, Wijaya L, Jang D, Hu Y, You J, Cai Y, Gao Z, Mi Y, Luo Z. 2D Materials‐Based Field‐Effect Transistor Biosensors for Healthcare. Small 2024 View
  110. Arun S, Sykes E, Tanbeer S. RemoteHealthConnect: Innovating patient monitoring with wearable technology and custom visualization. DIGITAL HEALTH 2024;10 View

Books/Policy Documents

  1. Latif T, Dieffenderfer J, da Silva R, Lobaton E, Bozkurt A. Encyclopedia of Sensors and Biosensors. View
  2. Guerrero F, Spinelli E. Medicine-Based Informatics and Engineering. View
  3. Aziz R, Jawed F, Khan S, Sundus H. Medical Robotics and AI-Assisted Diagnostics for a High-Tech Healthcare Industry. View
  4. Werner G, van Riel A, Gijsberts M, de Visser M. Financial, Staffing and Societal Sustainability of Dutch Health Care. View
  5. Massone P, Angelucci A, Aliverti A. Engineering Methodologies for Medicine and Sports. View