Journal article
Continuous Monitoring with Implantable Loop Recorders After Cryoballoon Ablation: Impact on Atrial Fibrillation Recurrence and Therapeutic Management in Era of Artificial Intelligence
Journal of clinical medicine, Vol.14(9), p.2932
04/24/2025
DOI: 10.3390/jcm14092932
PMCID: PMC12072361
PMID: 40363965
Abstract
Objectives: Atrial fibrillation (AF) is the most common sustained arrhythmia associated with stroke, heart failure, and increased mortality. Due to its efficacy and safety, cryoballoon ablation (CBA) is widely accepted for rhythm control; however, long-term AF recurrence remains a challenge. Continuous monitoring with implantable loop recorders (ILRs) enhanced by artificial intelligence (AI) can detect both symptomatic and asymptomatic episodes, potentially optimizing patient management. This analysis assessed the long-term effectiveness of CBA in maintaining sinus rhythm and investigated the role of ILR-guided monitoring in enhancing therapeutic decisions. Methods: Data from 91 patients with paroxysmal or persistent atrial fibrillation (AF) who underwent pulmonary vein isolation using cryoballoon ablation at four Italian centers between April 2022 and April 2024 were analyzed. All patients received an insertable loop recorder (ILR) before or during hospitalization for ablation, allowing for the continuous remote monitoring of arrhythmias. Baseline demographics, procedural details, AF occurrence, AF burden (calculated as the total duration of all AF episodes occurring within a day and categorized by episode duration), therapeutic adjustments, and the effect of artificial intelligence (AI) on data processing were evaluated. Results: The cohort’s average age was 62.4 years, with 24.2% of participants being female. Physician-confirmed AF recurrence was noted in 26.7% of patients at 12 months and 49.5% at 24 months. The device data indicated a daily AF burden of ≥6 min in 47.2% at 12 months, with 25.9% surpassing 1 h. AI algorithms decreased false-positive alerts by 21%, resulting in an estimated saving of 19 clinician hours. In patients with pre-ablation ILR data, the median AF burden significantly decreased from 7% to 0.2% (p = 0.017). ILR-guided monitoring affected treatment adjustments, leading to the discontinuation of antiarrhythmic therapy in 36 patients and redo ablations in 8. Conclusions: Continuous ILR monitoring, combined with AI-driven analysis, enables the detection of AF recurrences and burden, thereby facilitating timely therapeutic adjustments.
Details
- Title: Subtitle
- Continuous Monitoring with Implantable Loop Recorders After Cryoballoon Ablation: Impact on Atrial Fibrillation Recurrence and Therapeutic Management in Era of Artificial Intelligence
- Creators
- Rosario FotiMichele Di SilvestroGiuseppe CampisiSergio ContiGiuseppe PiccioloCarlo CardìMarco BarbantiGiulia RapisardaAntonio ParlavecchioGiuseppe Sgarito
- Resource Type
- Journal article
- Publication Details
- Journal of clinical medicine, Vol.14(9), p.2932
- DOI
- 10.3390/jcm14092932
- PMID
- 40363965
- PMCID
- PMC12072361
- NLM abbreviation
- J Clin Med
- ISSN
- 2077-0383
- eISSN
- 2077-0383
- Publisher
- MDPI; BASEL
- Language
- English
- Date published
- 04/24/2025
- Academic Unit
- Internal Medicine
- Record Identifier
- 9984822983802771
Metrics
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