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

Wearables and MHealth Reviews (310) Ubiquitous Health (uHealth) (134) Wearable Devices and Sensors (1133) mHealth for Wellness, Behavior Change and Prevention (3311) mHealth for Data Collection and Research (1196)

Published on in Vol 10, No 4 (2022): April

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/34638, first published .
Loneliness and Social Isolation Detection Using Passive Sensing Techniques: Scoping Review

Loneliness and Social Isolation Detection Using Passive Sensing Techniques: Scoping Review

Loneliness and Social Isolation Detection Using Passive Sensing Techniques: Scoping Review

Authors of this article:

Malik Muhammad Qirtas1 Author Orcid Image ;   Evi Zafeiridi1 Author Orcid Image ;   Dirk Pesch1 Author Orcid Image ;   Eleanor Bantry White1 Author Orcid Image
Article Authors Cited by (40) Tweetations (7) Metrics

Journals

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  17. Jafarlou S, Azimi I, Lai J, Wang Y, Labbaf S, Nguyen B, Qureshi H, Marcotullio C, Borelli J, Dutt N, Rahmani A, Chang L. Objective monitoring of loneliness levels using smart devices: A multi-device approach for mental health applications. PLOS ONE 2024;19(6):e0298949 View
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  19. Alonso Ramos L, García Martínez J, Castillo Montoya J, Castro González Á, Salichs M. Una propuesta para evaluar el aislamiento social y la soledad no deseada con el robot social Mini. Jornadas de Automática 2024;(45) View
  20. Wang B, Zhang L, Asan O. The Impact of Wearable Devices on Health Management: Insights from Consumers Data. Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care 2024;13(1):175 View
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  26. Islam A, Mohd Noor N, Abdul Rahman S. Systematic mapping study of tools to identify emotions and personality traits. Discover Artificial Intelligence 2025;5(1) View
  27. Zeng X, Jiang Y, Liu Z, Yang H, Song H, Li C, Fu P. Social Isolation Is Associated With the Acceleration of Death and Incident Cardiovascular Disease in Adults With Chronic Kidney Disease. Journal of the American Heart Association 2025;14(11) View
  28. Antonini A, Coşar S, Naja I, Haleem M, Macdonald J, Innominato P, Barresi G. Smartphone as a Sensor in mHealth: Narrative Overview, SWOT Analysis, and Proposal of Mobile Biomarkers. Sensors 2025;25(12):3655 View
  29. Choi S, Kang H, Shin J, Chu S, Choi J. Ecological Momentary Assessment to Measure Social Connectedness in Older Adults: Integrative Review. Journal of Medical Internet Research 2025;27:e66324 View
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Books/Policy Documents

  1. Sandhu M, Khalifa S, Portmann M, Jurdak R. Self-Powered Internet of Things. View
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Conference Proceedings

  1. Qirtas M, Pesch D, Zafeiridi E, White E. 2022 IEEE International Conference on Digital Health (ICDH). Privacy Preserving Loneliness Detection: A Federated Learning Approach View
  2. Mehrotra-Venkat R, Dutt N, Rousseau J. 2023 IEEE International Conference on Smart Computing (SMARTCOMP). Robust Detection of Social Isolation in Older Adults by Combining Biometrics with Social Interaction Data View
  3. Sakel S, Blenk T, Schmidt A, Haliburton L. Proceedings of the CHI Conference on Human Factors in Computing Systems. The Social Journal: Investigating Technology to Support and Reflect on Social Interactions View