Related Experiment Video
Updated: Feb 13, 2026

Transesophageal Atrial Burst Pacing for Atrial Fibrillation Induction in Rats
Published on: February 14, 2022
Smartwatch Algorithm for Automated Detection of Atrial Fibrillation
Joseph M Bumgarner1, Cameron T Lambert1, Ayman A Hussein1
1Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio.
The Kardia Band (KB) accurately detects atrial fibrillation (AF) from sinus rhythm (SR) when supported by physician review. This wearable technology shows promise for screening patients before cardioversion, potentially avoiding unnecessary procedures.
Area of Science:
- Cardiology
- Medical Devices
- Digital Health
Background:
- The Kardia Band (KB) is a novel wearable device paired with an app for recording rhythm strips using an Apple Watch.
- It offers automated detection of atrial fibrillation (AF).
Purpose of the Study:
- To evaluate the accuracy of the KB in differentiating between sinus rhythm (SR) and AF.
- Comparison was made against physician-interpreted 12-lead electrocardiograms (ECGs) and KB recordings.
Main Methods:
- Consecutive patients with AF undergoing cardioversion (CV) were enrolled.
- Simultaneous ECG and KB recordings were obtained pre- and post-CV.
- KB interpretations were compared to physician-reviewed ECGs and blinded electrophysiologist reviews.
Main Results:
- The KB algorithm demonstrated 93% sensitivity and 84% specificity for AF detection compared to ECG.
- Physician interpretation of KB recordings showed 99% sensitivity and 83% specificity.
- Excellent agreement (K coefficient = 0.88) was observed between KB and physician readings for interpretable recordings.
Conclusions:
- The KB, with physician support, accurately distinguishes AF from SR.
- This technology can aid in pre-cardioversion screening, potentially preventing unneeded procedures.
Related Concept Videos
Amyloid Fibrils
Amyloid deposits were observed as early as 1639 in the liver and the spleen. In 1854, Rudolph Virchow performed iodine staining,...
Amyloid Fibrils
Fibril-associated Collagen
For example, the type II collagen fibrils in cartilage have covalently bound type IX fibril-associated collagens at regular intervals. Other types of fibril-associated collagens are...
Trial and Error and Algorithm
Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
ECG Interpretation of Arrhythmias II: Atrial, Junctional and Ventricular Arrhythmias

