ReviewCurrent heart failure reports2020
The Role of Wearables in Heart Failure.
Review in Current heart failure reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 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
41 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Recent Academic Research on Clinically Relevant Digital Measures: Systematic Review.Journal of medical Internet research · 2021Pooled it
- Machine learning for the development of diagnostic models of decompensated heart failure or exacerbation of chronic obstructive pulmonary disease.Scientific reports · 2023Trial
- Printable Piezoresistive Hybrid Hydrogels Based on 2D MoSAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Predicting in-hospital indicators from wearable-derived signals for cardiovascular and respiratory disease monitoring: An in silico study.PLOS digital health · 2025Article
- Changes in heart failure healthcare in general practice during the COVID-19 pandemic: a survey.BJGP open · 2025Article
- Wearable technologies to predict and prevent and heart failure hospitalizations: a systematic review.European heart journal. Digital health · 2025Review
- Validation of nocturnal resting heart rate and heart rate variability in consumer wearables.Physiological reports · 2025Article
- Capturing Physiological Data in Children With Heart Failure Using Wearable Digital Technology: Lessons From Pilot Project.CJC pediatric and congenital heart disease · 2025Article
- Advancing cardiac arrhythmia management: The integration of wearable technology and remote monitoring.World journal of cardiology · 2025Review
- Noninvasive biometric monitoring technologies for patients with heart failure.Heart failure reviews · 2025Review
- Artificial Intelligence-Enabled Prediction of Heart Failure Risk From Single-Lead Electrocardiograms.JAMA cardiology · 2025Article
- Wear Your Heart on Your Sleeve: Smart Textile ECG Wearables for Comfort, Integration, Signal Quality and Continuous Monitoring in Paroxysmal Atrial Fibrillation.Sensors (Basel, Switzerland) · 2025Review
- Health Care Professionals and Data Scientists' Perspectives on a Machine Learning System to Anticipate and Manage the Risk of Decompensation From Patients With Heart Failure: Qualitative Interview Study.Journal of medical Internet research · 2025Article
- Artificial Intelligence Enabled Prediction of Heart Failure Risk from Single-lead Electrocardiograms.medRxiv : the preprint server for health sciences · 2024Article
- From Wristbands to Implants: The Transformative Role of Wearables in Heart Failure Care.Healthcare (Basel, Switzerland) · 2024Review
- Recent Advances in the Wearable Devices for Monitoring and Management of Heart Failure.Reviews in cardiovascular medicine · 2024Review
- Feasibility characteristics of wrist-worn fitness trackers in health status monitoring for post-COVID patients in remote and rural areas.PLOS digital health · 2024Article
- Leveraging Emerging Technologies to Expand Accessibility and Improve Precision in Rehabilitation and Exercise for People with Disabilities.International journal of environmental research and public health · 2024Review
- Heart Failure Nurses within the Primary Care Setting.Cardiac failure review · 2024Review
- Impact of Wearable Technology on Heart Failure Management.Galen medical journal · 2024Review
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
purpose of reviewThis review discusses how wearable devices-sensors externally applied to the body to measure a physiological signal-can be used in heart failure (HF) care. RECENT
findingsMost wearables are marketed to consumers and can measure movement, heart rate, and blood pressure; detect and monitor arrhythmia; and support exercise training and rehabilitation. Wearable devices targeted at healthcare professionals include ECG patch recorders and vests, patches, and textiles with in-built sensors for improved prognostication and the early detection of acute decompensation. Integrating data from wearables into clinical decision-making has been slow due to clinical inertia and concerns regarding data security and validity, lack of evidence of meaningful impact, interoperability, regulatory and reimbursement issues, and legal liability. Although few studies have assessed how best to integrate wearable technologies into clinical practice, their use is rapidly expanding and may support improved decision-making by patients and healthcare professionals along the whole patient pathway.
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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.