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

Formative Evaluation of Digital Health Interventions (2491) Internet of Things (80) Fitness Trackers and Smart Pedometers/Accelerometers (571) mHealth for Data Collection and Research (981) Wearable Devices and Sensors (903) Perinatal Education for Parents (224) Pregnancy Information, Education and Lifestyle Interventions (304)

Published on in Vol 4, No 7 (2020): July

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/12417, first published .
Continuous 7-Month Internet of Things–Based Monitoring of Health Parameters of Pregnant and Postpartum Women: Prospective Observational Feasibility Study

Continuous 7-Month Internet of Things–Based Monitoring of Health Parameters of Pregnant and Postpartum Women: Prospective Observational Feasibility Study

Continuous 7-Month Internet of Things–Based Monitoring of Health Parameters of Pregnant and Postpartum Women: Prospective Observational Feasibility Study

Authors of this article:

Johanna Saarikko1 Author Orcid Image ;   Hannakaisa Niela-Vilen1 Author Orcid Image ;   Eeva Ekholm2, 3 Author Orcid Image ;   Lotta Hamari1, 4 Author Orcid Image ;   Iman Azimi5 Author Orcid Image ;   Pasi Liljeberg5 Author Orcid Image ;   Amir M Rahmani6 Author Orcid Image ;   Eliisa Löyttyniemi7 Author Orcid Image ;   Anna Axelin1 Author Orcid Image
Article Authors Cited by (25) Tweetations (27) Metrics

Journals

  1. Bjelica D, Bjelica A, Despotović-Zrakić M, Radenković B, Barać D, Đogatović M. Designing an IT Ecosystem for Pregnancy Care Management Based on Pervasive Technologies. Healthcare 2020;9(1):12 View
  2. Niela-Vilén H, Auxier J, Ekholm E, Sarhaddi F, Asgari Mehrabadi M, Mahmoudzadeh A, Azimi I, Liljeberg P, Rahmani A, Axelin A, Ryckman K. Pregnant women’s daily patterns of well-being before and during the COVID-19 pandemic in Finland: Longitudinal monitoring through smartwatch technology. PLOS ONE 2021;16(2):e0246494 View
  3. Sarhaddi F, Azimi I, Labbaf S, Niela-Vilén H, Dutt N, Axelin A, Liljeberg P, Rahmani A. Long-Term IoT-Based Maternal Monitoring: System Design and Evaluation. Sensors 2021;21(7):2281 View
  4. Saarikko J, Niela-Vilén H, Rahmani A, Axelin A. Identifying target behaviors for weight management interventions for women who are overweight during pregnancy and the postpartum period: a qualitative study informed by the Behaviour Change Wheel. BMC Pregnancy and Childbirth 2021;21(1) View
  5. Cao R, Azimi I, Sarhaddi F, Niela-Vilen H, Axelin A, Liljeberg P, Rahmani A. Accuracy Assessment of Oura Ring Nocturnal Heart Rate and Heart Rate Variability in Comparison With Electrocardiography in Time and Frequency Domains: Comprehensive Analysis. Journal of Medical Internet Research 2022;24(1):e27487 View
  6. Sarhaddi F, Kazemi K, Azimi I, Cao R, Niela-Vilén H, Axelin A, Liljeberg P, Rahmani A, Mian Qaisar S. A comprehensive accuracy assessment of Samsung smartwatch heart rate and heart rate variability. PLOS ONE 2022;17(12):e0268361 View
  7. 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
  8. Modde Epstein C, McCoy T. Linking Electronic Health Records With Wearable Technology From the All of Us Research Program. Journal of Obstetric, Gynecologic & Neonatal Nursing 2023;52(2):139 View
  9. Sahu K, Majowicz S, Dubin J, Morita P. NextGen Public Health Surveillance and the Internet of Things (IoT). Frontiers in Public Health 2021;9 View
  10. Parsons L, Howes A, Jones C, Surtees A. Changes in parental sleep from pregnancy to postpartum: A meta-analytic review of actigraphy studies. Sleep Medicine Reviews 2023;68:101719 View
  11. Rowan S, Lilly C, Claydon E, Wallace J, Merryman K. Monitoring one heart to help two: heart rate variability and resting heart rate using wearable technology in active women across the perinatal period. BMC Pregnancy and Childbirth 2022;22(1) View
  12. Sarhaddi F, Azimi I, Niela-Vilen H, Axelin A, Liljeberg P, Rahmani A. Maternal Social Loneliness Detection Using Passive Sensing Through Continuous Monitoring in Everyday Settings: Longitudinal Study. JMIR Formative Research 2023;7:e47950 View
  13. Bossung V, Singer A, Ratz T, Rothenbühler M, Leeners B, Kimmich N. Changes in Heart Rate, Heart Rate Variability, Breathing Rate, and Skin Temperature throughout Pregnancy and the Impact of Emotions—A Longitudinal Evaluation Using a Sensor Bracelet. Sensors 2023;23(14):6620 View
  14. Guo Y, Xu Q, Dutt N, Kehoe P, Qu A. Longitudinal changes in objective sleep parameters during pregnancy. Women's Health 2023;19 View
  15. Maugeri A, Barchitta M, Agodi A. How Wearable Sensors Can Support the Research on Foetal and Pregnancy Outcomes: A Scoping Review. Journal of Personalized Medicine 2023;13(2):218 View
  16. Hossain M, Kashem M, Islam M, Sahidullah M, Mumu S, Uddin J, Aray D, de la Torre Diez I, Ashraf I, Samad M. Internet of Things in Pregnancy Care Coordination and Management: A Systematic Review. Sensors 2023;23(23):9367 View
  17. Sasayama K, Nishimura E, Yamaji N, Ota E, Tachimori H, Igarashi A, Arata N, Yoneoka D, Saito E. Current Use and Discrepancies in the Adoption of Health-Related Internet of Things and Apps Among Working Women in Japan: Large-Scale, Internet-Based, Cross-Sectional Survey. JMIR Public Health and Surveillance 2024;10:e51537 View
  18. Rani D, Kumar R, Chauhan N. Study Influencing Factors of Maternal Health and the Role of Internet of Things (IoT) to Improve Maternal Care. SN Computer Science 2024;5(6) View
  19. Keeler Bruce L, González D, Dasgupta S, Smarr B. Biometrics of complete human pregnancy recorded by wearable devices. npj Digital Medicine 2024;7(1) View
  20. Saarikko J, Axelin A, Huvinen E, Rahmani A, Kolari T, Niela-Vilén H. Effectiveness of supporting lifestyle change in pregnant mothers with obesity through the wearable internet-of-things (SLIM) -intervention on self-efficacy in weight management in pregnant women: A quasi-experimental trial. Midwifery 2025;140:104235 View
  21. Stricker K, Radan A, Surbek D. Continuous remote home monitoring solutions for mother and fetus: A scoping review. European Journal of Obstetrics & Gynecology and Reproductive Biology 2025;305:170 View

Books/Policy Documents

  1. Polo-Rodríguez A, Romero-Sanchez J, Fernández -García E, Paloma-Castro O, Porcel-Gálvez A, Medina-Quero J. Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023). View
  2. Gupta M, Mishra A, Kumar P. Modernizing Maternal Care With Digital Technologies. View