ReviewF1000Research2018
New technology to assess sleep apnea: wearables, smartphones, and accessories.
Review in F1000Research, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers.
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
40 citing papers in PubMed, 97 citations in OpenAlex.
- Consumer Willingness to Share Personal Digital Information for Health-Related Uses.JAMA network open · 2022Trial
- Three-class obstructive sleep apnea severity assessment: a parallel AHI and ODI explainable artificial intelligence framework using craniofacial-enriched clinical data.Sleep & breathing = Schlaf & Atmung · 2026Article
- Applications of bioimpedance measurement in clinical and allied fields: a comprehensive review.Biomedical engineering online · 2026Review
- Non-Contact Detection of Apnea-like Breathing Cessations Using Laser Speckle Pattern Analysis.Sensors (Basel, Switzerland) · 2026Article
- Enhancing randomized controlled trials through smartwatch-guided participant matching for infectious disease outcomes.Scientific reports · 2026Article
- Global Prevalence of Sleep-Disordered Breathing in Intracerebral Hemorrhage Survivors: A Meta-Analysis and Systematic Review.Neurology international · 2026Review
- Heart rate variability during wakefulness reflects sleep apnea indicators but remains context-dependent.Frontiers in physiology · 2026Article
- Gelatin-Based Head Phantoms: A Practical Guide for Artificial Brain Signal Research.International journal of biomaterials · 2026Article
- The Global Socioeconomic Burden of Obstructive Sleep Apnea: A Comprehensive Review.Healthcare (Basel, Switzerland) · 2025Review
- The Interplay Between Sleep Apnea and Postpartum Depression.Neurology international · 2025Review
- A Practice Pathway for the Treatment of Night Wakings in Children with Autism Spectrum Disorder.Journal of autism and developmental disorders · 2024Review
- Digital biomarkers: 3PM approach revolutionizing chronic disease management - EPMA 2024 position.The EPMA journal · 2024Article
- [Wearables in rheumatology].Zeitschrift fur Rheumatologie · 2024Review
- Measurement of peripheral arterial tone to detect sleep-disordered breathing in patients with heart failure.Sleep & breathing = Schlaf & Atmung · 2024Article
- Unveiling the sleep-cardiovascular connection: Novel perspectives and interventions-A narrative review.Health science reports · 2023Article
- Advancements in Home-Based Devices for Detecting Obstructive Sleep Apnea: A Comprehensive Study.Sensors (Basel, Switzerland) · 2023Review
- Assessing the Feasibility of Replacing Subjective Questionnaire-Based Sleep Measurement with an Objective Approach Using a Smartwatch.Sensors (Basel, Switzerland) · 2023Article
- ERS International Congress 2022: highlights from the Paediatrics Assembly.ERJ open research · 2023Review
- Stress Resilience Program for Health Care Professionals During a Pandemic: A Pilot Program.Workplace health & safety · 2023Article
- Wearable Orofacial Technology and Orthodontics.Dentistry journal · 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
3 authors at 1 institution in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Sleep medicine has been an expanding discipline during the last few decades. The prevalence of sleep disorders is increasing, and sleep centers are expanding in hospitals and in the private care environment to meet the demands. Sleep medicine has evidence-based guidelines for the diagnosis and treatment of sleep disorders. However, the number of sleep centers and caregivers in this area is not sufficient. Many new methods for recording sleep and diagnosing sleep disorders have been developed. Many sleep disorders are chronic conditions and require continuous treatment and monitoring of therapy success. Cost-efficient technologies for the initial diagnosis and for follow-up monitoring of treatment are important. It is precisely here that telemedicine technologies can meet the demands of diagnosis and therapy follow-up studies. Wireless recording of sleep and related biosignals allows diagnostic tools and therapy follow-up to be widely and remotely available. Moreover, sleep research requires new technologies to investigate underlying mechanisms in the regulation of sleep in order to better understand the pathophysiology of sleep disorders. Home recording and non-obtrusive recording over extended periods of time with telemedicine methods support this research. Telemedicine allows recording with little subject interference under normal and experimental life conditions.
Indexed as
Identifiers
What OpenQuestion holds
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.