ReviewBiosensors2022
Role of Wearable Sensing Technology to Manage Long COVID.
Review in Biosensors, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
20 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Ethical concerns of AI in healthcare: A systematic review of qualitative studies.Nursing ethics · 2026Pooled it
- Virtual pulmonary rehabilitation approaches in patients with post COVID syndrome: a pilot study.BMC pulmonary medicine · 2024Trial
- Can consumer wearables support outpatient health monitoring for patients with post-acute infection syndromes? A systematic umbrella review of accuracy, validity, and clinical utility data.PLOS digital health · 2026Article
- Feasibility, Adherence, Acceptance and Usability of a Multimodal Telemonitoring for Pediatric Post-COVID Syndrome: A Bicentric Pilot Study.Journal of medical systems · 2026Article
- Performance of Wearable Pulse Oximetry During Controlled Hypoxia Induction: Instrument Validation Study.JMIR formative research · 2026Article
- Exploring the Preferences and Behavioral Trends of e-Patients in Psychosomatics Towards Telemedicine During and Post COVID-19 Pandemic: Cross-Sectional Analysis.JMIR formative research · 2026Article
- Characterization of Post-Viral Infection Behaviors Among Patients With Long COVID: Prospective, Observational, Longitudinal Cohort Analyses of Fitbit Data and Patient-Reported Outcomes.JMIR formative research · 2025Observational
- 'I Do Take the Number Seriously, but I Don't Let My Moods Depend on It': Negotiating Self-Tracking Data With People Living With Long COVID in the Netherlands, Austria and Switzerland.Sociology of health & illness · 2025Article
- Remote Patient Monitoring for Global Emergencies: Case Study in Patients With COVID-19.JMIR formative research · 2025Article
- A Review on Long COVID Screening: Challenges and Perspectives Focusing on Exhaled Breath Gas Sensing.ACS sensors · 2025Review
- Wearable data reveals distinct characteristics of individuals with persistent symptoms after a SARS-CoV-2 infection.NPJ digital medicine · 2025Article
- Use of wearables to measure the effects of long COVID on activities of daily living and their relationship to perceived exertion, occupational performance, and quality of life.Frontiers in public health · 2025Observational
- Relationship between post-COVID-19 symptoms and daily physical activity.Frontiers in rehabilitation sciences · 2025Article
- Wearable Devices for Long COVID: Prospects, Challenges and Options.Asian bioethics review · 2024Article
- Feasibility characteristics of wrist-worn fitness trackers in health status monitoring for post-COVID patients in remote and rural areas.PLOS digital health · 2024Article
- Emerging trends in management of long COVID with a focus on pulmonary rehabilitation: A review.The clinical respiratory journal · 2024Review
- Bridging the gap: strategies for recognizing and managing post-COVID conditions.Frontiers in medicine · 2024Article
- Wearable Devices and Explainable Unsupervised Learning for COVID-19 Detection and Monitoring.Diagnostics (Basel, Switzerland) · 2023Article
- AI4FoodDB: a database for personalized e-Health nutrition and lifestyle through wearable devices and artificial intelligence.Database : the journal of biological databases and curation · 2023Article
- Emerging trends in point-of-care biosensing strategies for molecular architectures and antibodies of SARS-CoV-2.Biosensors & bioelectronics: X · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Long COVID consequences have changed the perception towards disease management, and it is moving towards personal healthcare monitoring. In this regard, wearable devices have revolutionized the personal healthcare sector to track and monitor physiological parameters of the human body continuously. This would be largely beneficial for early detection (asymptomatic and pre-symptomatic cases of COVID-19), live patient conditions, and long COVID monitoring (COVID recovered patients and healthy individuals) for better COVID-19 management. There are multitude of wearable devices that can observe various human body parameters for remotely monitoring patients and self-monitoring mode for individuals. Smart watches, smart tattoos, rings, smart facemasks, nano-patches, etc., have emerged as the monitoring devices for key physiological parameters, such as body temperature, respiration rate, heart rate, oxygen level, etc. This review includes long COVID challenges for frequent monitoring of biometrics and its possible solution with wearable device technologies for diagnosis and post-therapy of diseases.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.