ReviewEuropean cardiology2019
Increasing and Evolving Role of Smart Devices in Modern Medicine.
Review in European cardiology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06363656 (Assessment of Smartwatch SAMSUNG to Monitor Sleep Quality), which is not on this map. Cited by 25 papers, 3 of them syntheses 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.
Assessment of Smartwatch SAMSUNG to Monitor Sleep Quality: an Observational Prospective Study - SleepEx2 Protocol
Who cites it
25 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Mobile and Web Apps for Weight Management in Overweight and Obese Adults: An Updated Umbrella Review and Meta-Analysis.International journal of environmental research and public health · 2025Pooled it
- Recommendations for determining the validity of consumer wearable heart rate devices: expert statement and checklist of the INTERLIVE Network.British journal of sports medicine · 2021Guideline
- Predictive Models to Assess Risk of Persistent Opioid Use, Opioid Use Disorder, and Overdose.Journal of addiction medicinePooled it
- The role of training and medication reminder wristwatch in adherence to treatment in geriatric patients diagnosed with hypertension: A randomized controlled trial.Geriatrics & gerontology international · 2024Trial
- Trial
- Awareness and Use of the Ultraviolet Index Among U.S. Adults.Health education & behavior : the official publication of the Society for Public Health Education · 2026Article
- Diagnostic value of heart rate-based methods for assessing cardiac autonomic neuropathy in prediabetes and diabetes.Physiological reports · 2025Article
- Associations of smart device apps with and without a perceived self-efficacy component in a physical activity context with BMI.Journal of health psychology · 2025Article
- Continuous Monitoring of Heart Rate Variability in Free-Living Conditions Using Wearable Sensors: Exploratory Observational Study.JMIR formative research · 2024Article
- florioAdvances in therapy · 2024Article
- Wearable health monitoring: wave of the future or waste of time?Global cardiology science & practice · 2024Review
- Ethical considerations and challenges associated with euthanasia in laboratory animal research.Journal of medical ethics and history of medicine · 2024Article
- Using spectral continuity to extract breathing rate from heart rate and its applications in sleep physiology.Frontiers in physiology · 2024Article
- Patent and Bibliometric Analysis of the Scientific Landscape of the Use of Pulse Oximeters and Their Prospects in the Field of Digital Medicine.Healthcare (Basel, Switzerland) · 2023Article
- Personalized digital behaviour interventions increase short-term physical activity: a randomized control crossover trial substudy of the MyHeart Counts Cardiovascular Health Study.European heart journal. Digital health · 2023Article
- Article
- Use of mobile diagnostics and digital clinical trials in cardiology.Nature medicine · 2023Article
- Assessing Usability of Smartwatch Digital Health Devices for Home Blood Pressure Monitoring among Glaucoma Patients.Informatics (MDPI) · 2022Article
- Diagnostic Accuracy of a Portable ECG Device in Rowing Athletes.Diagnostics (Basel, Switzerland) · 2022Article
- Wearable technology for early detection of COVID-19: A systematic scoping review.Preventive medicine · 2022Article
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
Today is an age of rapid digital integration, yet the capabilities of modern-day smartphones and smartwatches are underappreciated in daily clinical practice. Smartphones are ubiquitous, and smartwatches are very common and on the rise. This creates a wealth of information simply waiting to be accessed, studied and applied clinically, ranging from activity level to various heart rate metrics. This review considers commonly used devices, the validity and accuracy of the data they obtain and potential clinical application of the data.
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.