Evidence mapPaperPMID 41517262Full record

ReviewJournal of clinical medicine2025

Monitoring Atrial Fibrillation Using Wearable Digital Technologies: The Emerging Role of Smartwatches.

Panagiotis Stachteas, Marios G Bantidos, Nikolaos Papoutsidakis, Athina Nasoufidou, Paschalis Karakasis, Georgios Sidiropoulos, Christos Kofos, Dimitrios Patoulias, Vasileios Ediaroglou, George Stavropoulos and 7 more

Abstract readReview
In one paragraph

Review in Journal of clinical medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Updates in Cystic Fibrosis Bone Disease in Adults.Endocrine practice : official journal of the American College of Endocrinology and the American Association of Clinical Endocrinologists · 2026
    Review
  3. 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

17 authors.

Panagiotis StachteasSecond Department of Cardiology, Hippokration General Hospital of Thessaloniki, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece.ORCID 0000-0002-1657-4696
Marios G BantidosSecond Department of Cardiology, Hippokration General Hospital of Thessaloniki, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece.ORCID 0009-0001-9409-388X
Nikolaos PapoutsidakisSecond Department of Cardiology, Hippokration General Hospital of Thessaloniki, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece.ORCID 0009-0008-6222-812X
Athina NasoufidouSecond Department of Cardiology, Hippokration General Hospital of Thessaloniki, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece.ORCID 0000-0003-3057-5297
Paschalis KarakasisSecond Department of Cardiology, Hippokration General Hospital of Thessaloniki, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece.ORCID 0000-0002-3561-5713
Georgios SidiropoulosSecond Department of Cardiology, Hippokration General Hospital of Thessaloniki, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece.
Christos KofosSecond Department of Cardiology, Hippokration General Hospital of Thessaloniki, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece.
Dimitrios PatouliasSecond Propedeutic Department of Internal Medicine, Hippokration General Hospital of Thessaloniki, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece.ORCID 0000-0002-6899-684X
Vasileios EdiaroglouDepartment of Emergency Medicine, AHEPA University Hospital, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece.ORCID 0009-0002-3839-6779
George StavropoulosSecond Department of Cardiology, Hippokration General Hospital of Thessaloniki, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece.
Efstratios KaragiannidisDepartment of Emergency Medicine, AHEPA University Hospital, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece.ORCID 0000-0001-8328-5942
Barbara FyntanidouDepartment of Emergency Medicine, AHEPA University Hospital, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece.ORCID 0000-0003-0019-0134
Dimitrios TsalikakisDepartment of Electrical and Computer Engineering, University of Western Macedonia, 50100 Kozani, Greece.ORCID 0000-0003-2685-3143
Emmanouil SmyrnakisLaboratory of Primary Health Care, General Practice and Health Services Research-Medical School, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece.ORCID 0000-0002-9772-4595
George KassimisSecond Department of Cardiology, Hippokration General Hospital of Thessaloniki, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece.
Christodoulos E PapadopoulosThird Cardiology Department, Medical School, Hippokration General Hospital of Thessaloniki, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece.ORCID 0000-0001-9643-9066
Nikolaos FragakisSecond Department of Cardiology, Hippokration General Hospital of Thessaloniki, Aristotle University of Thessaloniki, 54642 Thessaloniki, Greece.ORCID 0000-0002-7158-4950

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Atrial fibrillation (AF) is the most common sustained arrhythmia and a growing global health burden, yet conventional monitoring with Holter devices, event recorders and implantable loop recorders often fails to adequately capture recurrence. Rapid advances in digital health, wearable biosensors and artificial intelligence (AI) have transformed consumer smartwatches and wearables into potential clinical tools capable of continuous, real-world rhythm surveillance. This narrative review synthesizes contemporary evidence on smartwatch-based AF monitoring, spanning core technologies-photoplethysmography, single-lead electrocardiography and AI fusion algorithms-and validation studies across post-ablation follow-up. Compared with traditional modalities, smartwatch-based AF monitoring demonstrates improved detection of AF recurrence, enhanced characterization of AF burden, symptom-rhythm correlation, and greater patient engagement. At the same time, key limitations are critically examined, including motion artifacts, false-positive alerts, short recording windows, adherence dependence, digital literacy and access gaps, as well as unresolved issues around regulation, interoperability and data privacy. By integrating engineering advances with guideline-directed care pathways, smartwatch-based AF monitoring holds promise to complement, rather than immediately replace, established diagnostic tools and to enable more proactive, individualized AF management. Future work must focus on robust clinical validation, equitable implementation and clear regulatory frameworks to safely scale these technologies.

Indexed as

artificial intelligenceatrial fibrillationdigital healthmonitoringsingle-lead electrocardiographysmartwatchwearables

Identifiers

PMID41517262
PMCPMC12786555

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.