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April 22, 2026Journal of Clinical Medicine0 citationsOpen Access

A Prospective Real-World Study Evaluating the Feasibility and Diagnostic Yield of Patient-Recorded Smartwatch EKGs During Palpitations: The WATCHinTIME Study

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FGFederico GibiinoABAlberto BoccadoroAMAngelo Melpignano

Key Result

Patient-recorded smartwatch ECGs during palpitations were feasible, with 52% of patients transmitting tracings, of which 95% were interpretable and 78% demonstrated an arrhythmia.

Key Points

  • This study aims to assess how effectively smartwatches can record ECGs during palpitations to diagnose arrhythmias.
  • Conducted a real-world cohort study from May 2023 to May 2025.
  • Enrolled adults referred for palpitations who owned compatible smartwatches.
  • Trained participants to record 30-second ECGs during symptoms, which were later reviewed by blinded experts.
  • Of 59 patients, 31 transmitted ECG tracings, with 77 total received.
  • 95% of tracings were interpretable; 78% indicated arrhythmias.
  • Identified 44 distinct arrhythmic diagnoses, including atrial fibrillation and other types.

Study Design

Type

Cohort (n=59)

Blinding

Blinded reviewers

Multicenter

No

Structured PICO

Does patient-recorded 30-s single-lead smartwatch ECG provide high diagnostic yield in adults presenting with palpitations?

P
Population
59 consecutive adults (≥21 years of age) referred to an arrhythmia outpatient clinic for evaluation of palpitations, who already own a compatible smartwatch capable of single-lead ECG. Mean age 52 years, 64% male.
I
Intervention
Patient-recorded 30-s single-lead ECG using a smartwatch at the onset of symptoms.
O
Outcome
Feasibility and diagnostic yield of single-lead ECG recordings from smartwatches

A symptom-driven smartwatch ECG recording strategy is feasible and provides a high diagnostic yield for arrhythmias in carefully selected patients with palpitations.

Abstract

Introduction: Palpitations are one of the most common cardiovascular complaints, affecting approximately 6% to 11% of the general population. Since palpitations often occur sporadically and resolve before medical evaluation, diagnosing the underlying rhythm disturbance requires documentation via an electrocardiogram (ECG) recorded during the symptomatic episode. The standard tool for this purpose has long been the 24-h Holter monitor, which has significant limitations, with diagnostic yields as low as 10% to 15%. Objective: This study aims to evaluate the feasibility and diagnostic yield of single-lead ECG recordings from smartwatches in patients presenting with palpitations. Methods: From 1 May 2023 to 1 May 2025, we conducted a prospective, real-world cohort study among consecutive adults referred to the University Hospital of Ferrara-based arrhythmia outpatient clinics for evaluation of palpitations. Eligibility required patients to be ≥21 years of age, report palpitations for which ambulatory documentation was clinically indicated, and already own a compatible smartwatch capable of single-lead ECG. Participants were trained to record a 30-s single-lead ECG at the onset of symptoms. Tracings were transmitted securely and independently reviewed by two blinded electrophysiologists. Results: Fifty-nine patients were enrolled (mean age 52 years, 64% male). Thirty-one patients (52%) transmitted at least one smartwatch-derived electrocardiographic tracing. Seventy-seven smartwatch tracings were received. Of these, 73 (95%) were interpretable; 57 (78%) showed an arrhythmia, whereas 16 (22%) demonstrated normal sinus rhythm. Four recordings (5%) were non-interpretable. From the 57 arrhythmic tracings, 44 distinct arrhythmic diagnoses were identified. Paroxysmal atrial fibrillation (AF) accounted for 16 episodes. Other diagnosed arrhythmias included atrial flutter (n = 6), paroxysmal supraventricular tachycardia (PSVT) (n = 4), premature atrial complexes (PAC) (n = 6), premature ventricular complexes (PVC) (n = 9), inappropriate sinus tachycardia (n = 12), and second-degree atrioventricular (AV) block type I (n = 4). Conclusions: Smartwatch-based ECG monitoring in symptomatic patients is feasible and provides a high diagnostic yield for a broad spectrum of arrhythmias. Unlike large-scale population screening approaches, which generate vast datasets with limited clinical benefit, a symptom-driven strategy applied to carefully selected, educated, and motivated patients proves both clinically valuable and organizationally sustainable. Indeed, the mean number of tracings transmitted per patient was low (1.3), confirming the clinical and operational sustainability of this patient-triggered, real-world approach.

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Cite This Study

Gibiino et al. (2026) conducted a cohort in Palpitations (n=59). Patient-recorded smartwatch single-lead ECG was evaluated on Feasibility and diagnostic yield of single-lead ECG recordings. Patient-recorded smartwatch ECGs during palpitations were feasible, with 52% of patients transmitting tracings, of which 95% were interpretable and 78% demonstrated an arrhythmia.

synapsesocial.com/papers/69e865926e0dea528ddea178https://doi.org/10.3390/jcm15083113
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