Evidence map›Paper›PMID 39863724›Full record

ReviewJournal of interventional cardiac electrophysiology : an international journal of arrhythmias and pacing2025

Consumer-grade wearable devices in arrhythmia diagnostics for clinicians: where we are and where we are going.

Eric Rytkin, Irina Zotova, Rod Passman, Andrey Ardashev, Gregory Trachiotis, Igor Efimov, Bradley P Knight

Abstract readReview
PubMed Publisher
In one paragraph

Review in Journal of interventional cardiac electrophysiology : an international journal of arrhythmias and pacing, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Eric Rytkin *Department of Biomedical Engineering, Northwestern University, Chicago, IL, USA.ORCID http://orcid.org/0000-0003-2511-0655
Irina ZotovaHealthcare Department, State Budget Healthcare Institution "City Hospital #17" of Moscow, Moscow, Russia.ORCID http://orcid.org/0000-0001-8309-8231
Rod Passman *Division of Cardiology, Northwestern University, Chicago, IL, USA.ORCID http://orcid.org/0000-0001-8718-1534
Andrey Ardashev *Department of Medicine, Feinberg School of Medicine, Northwestern University, 303 E Superior Street, SQBRC Bldg, Room 11-532, Chicago, IL, 60611, USA. andrey.ardashev@northwestern.edu.ORCID http://orcid.org/0000-0003-1908-9802
Gregory TrachiotisDepartment of Surgery, MedStar Georgetown University Hospital, Washington, DC, USA.
Igor EfimovDepartment of Biomedical Engineering, Northwestern University, Chicago, IL, USA.ORCID http://orcid.org/0000-0002-1483-5039
Bradley P KnightDivision of Cardiology, Northwestern University, Chicago, IL, USA.ORCID http://orcid.org/0000-0002-2129-0401

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Atrial arrhythmias, including atrial fibrillation (AF), are a major contributor to cardiovascular morbidity and mortality. Early detection and effective management are critical to mitigating adverse outcomes such as stroke, heart failure, and overall mortality. Wearable devices have emerged as promising tools for monitoring, detecting, and managing atrial arrhythmias near-continuously. This comprehensive analysis explores these wearable technologies' current role and capabilities for clinicians' daily practice. Despite challenges related to data accuracy, privacy, patient compliance, and integration with healthcare systems, ongoing advancements hold significant promise for the future. Continued research and development are essential to fully realize the potential of wearables in improving clinical outcomes for patients with atrial arrhythmias.

Indexed as

Arrhythmias, CardiacAtrial FibrillationElectrocardiography, AmbulatoryWearable Electronic DevicesEquipment DesignForecastingHumansAnticoagulationAtrial fibrillationAtrial flutterWearables

Identifiers

PMID39863724

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.