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The DeePRISM model provides a real-time, automated platform for intracardiac waveform analysis during ablation, leading to better long-term results.
April 25, 2025
By: Michael Barbella
The Heart Rhythm Society (HRS) unveiled new research that underscores the critical role of artificial intelligence (AI) in improving procedural safety in cardiac electrophysiology (EP), demonstrating how intelligent, real-time decision support can help mitigate risks and improve clinical confidence in complex interventions. Researchers presented these findings as an oral abstract at Heart Rhythm 2025 this week in San Diego, Calif.
Atrial fibrillation (AF) is one of the most common arrhythmias, affecting approximately 37.5 million people worldwide; by 2050, AF cases are expected to increase by more than 60%.i Persistent AF is a prolonged episode of AF that typically lasts more than seven days and requires medical intervention to restore sinus rhythm. While ablation has become a cornerstone of AF management, ensuring patient safety during these procedures remains a top priority for electrophysiologists. By leveraging AI, physicians can utilize advanced tools to predict patient outcomes, effectively treat challenging conditions like persistent AF, and ultimately enhance patient care.
The DeePRISM model is an AI-driven approach for predicting AF termination sites during catheter ablation to enhance procedural success. The DeePRISM model provides a real-time, automated platform for intracardiac waveform analysis during ablation, leading to better long-term results while maintaining procedural safety. The model was developed using retrospective data from 110 patients with persistent AF, incorporating deep learning and PRISM (Morphological Repetitiveness by Periodicity and Similarity) analysis to analyze intracardiac electrograms. The DeePRISM model demonstrated robust performance on the prospectively independent test set, achieving acute AF termination in 40% of patients. During the two-year follow-up, patients who underwent DeePRISM-guided ablation experienced improved outcomes, with up to 70% remaining free from any atrial arrhythmias.
“With the introduction of the DeePRISM model, we are taking a significant step forward in the treatment of persistent atrial fibrillation,” said Chih-Min Liu, M.D., Ph.D., of Taipei Veterans General Hospital. “Our study shows that AI-driven, real-time analysis not only enhances the success of the procedure but also ensures patient safety, marking a promising advance in electrophysiology.”
The Heart Rhythm Society is the international leader in science, education, and advocacy for cardiac arrhythmia professionals and patients and is the primary information resource on heart rhythm disorders. Its mission is to improve the care of patients by promoting research, education, and optimal healthcare policies and standards. Incorporated in 1979 and based in Washington, D.C., the Society has a membership of more than 9,000 heart rhythm professionals from 94 countries.
The Heart Rhythm Society’s annual Heart Rhythm meeting convenes 9,500 clinicians, scientists, researchers, and innovators in cardiac pacing and electrophysiology. More than 2,000 international experts will serve as faculty for the 200-plus educational sessions, forums, symposia, and ceremonies, while over 110 exhibitors will showcase innovative products and services.
Referencei Lippi G, Sanchis-Gomar F, Cervellin G. Global epidemiology of atrial fibrillation: An increasing epidemic and public health challenge. Int J Stroke. 2021; 16(2): 217-221.
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