Cited by 24Non-Invasive Vital Sign MonitoringECG Monitoring and AnalysisHeart Rate Variability and Autonomic Control

Atrial fibrillation monitoring with wrist-worn photoplethysmography-based wearables: State-of-the-art review

Open access
Eerikäinen, Linda M., Bonomi, Alberto G., Dekker, Lukas R.C., Vullings, Rik, Aarts, Ronald M.·2020·Cardiovascular Digital Health Journal

Abstract

Early detection and diagnosis of atrial fibrillation (AF) is essential in order to prevent stroke and other severe health consequences. The challenges in diagnosing AF arise from its intermittent and asymptomatic nature. Wrist-worn devices that use monitoring based on photoplethysmography have been proposed recently as a possible solution because of their ability to monitor heart rate and rhythm for long periods of time at low cost. Long-term continuous monitoring with implantable devices has been shown to increase the percentage of detected AF episodes, but the additional value of wrist-worn devices has yet to be determined. In this review, we present the state of the art in AF detection with wrist-worn devices, discuss the potential of the technology and current knowledge gaps, and propose directions for future research. The state-of-the-art methods show excellent accuracy for AF detection. However, most of the studies were conducted in hospital settings, and more studies showing the accuracy of the technology for ambulatory long-term monitoring are needed. Objective comparison of results and methodologies among different studies currently is difficult due to the lack of adequate public datasets.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/j.cvdhj.2020.03.001

Cites

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Several techniques have been proposed to assess the irregularity of IBIs and the shape of pulse waves in order to detect AF from the PPG.

    “Several techniques have been proposed to assess the irregularity of IBIs and the shape of pulse waves in order to detect AF from the PPG”

    From Wearable Photoplethysmography for Cardiovascular Monitoring (2022) · cites this paper as [28]

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

The citation lists haven’t been fetched yet

References 48 · Cited by 24

Authors
Eerikäinen, L. M., Bonomi, A. G., Dekker, L. R. C., Vullings, R., & Aarts, R. M.
Affiliations
  • Philips (Netherlands) (NL)
  • Catharina Ziekenhuis (NL)
  • Eindhoven University of Technology (NL)
Corresponding author
Eerikäinen, Linda M.
Venue
Cardiovascular Digital Health Journal
Publisher
Elsevier BV
Published
2020-07
Volume
1
Issue
1
Pages
45-51
ISSN
2666-6936 (ISSN-L)
OpenAlex
W3081675725
Cited by
24
References
48
Citations by year
2026: 2 · 2025: 4 · 2024: 2 · 2023: 5 · 2022: 8 · 2021: 3
FWCI
0.33
Type
journal article
Language
en
Open access
Locations
  • Cardiovascular Digital Health Journal (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • TU/e Research Portal (submittedVersion, cc-by)
Funders
ITEA3
Topics
  • Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
  • Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › ECG Monitoring and Analysis
  • Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Rate Variability and Autonomic Control
Keywords
atrial fibrillation, photoplethysmography, wrist-worn devices, wearable sensors, continuous heart rate monitoring, stroke prevention, public datasets, cardiac implantable electronic devices

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review