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The insertable cardiac monitors with AI-based algorithms proved to accurately predict risk thresholds for patients with atrial fibrillation.
January 17, 2025
By: Rachel Klemovitch
Assistant Editor
Medtronic announced the primary results from the DEFINE AFib clinical study. In the study, the LINQ family of ICMs with AI-based algorithms detected atrial fibrillation (AF) episodes and identified patients at high risk for intervention.
The DEFINE AFib study showed that the Medtronic LINQ family of insertable cardiac monitors (ICM), paired with a novel algorithm, were able to detect atrial fibrillation episodes and properly risk stratify patients as high risk before an AF-related healthcare utilization 80% of the time.
LINQ is a first-of-its-kind app-based study that uses AF burden data to identify patients at high risk for AF-related healthcare utilization. Using artificial intelligence (AI)-based algorithms, the Reveal LINQ and LINQ II ICMs quantified AF burden (a measure of time a person spends in atrial fibrillation during a monitored period) to inform treatment decisions and help anticipate future healthcare needs.
Additionally, the app-based study showed AI was able to characterize the impact of AF burden on patient outcomes and quality of life.
The results were presented at the AF Symposium 2025.
“The first-of-its-kind DEFINE AFib study leveraged a unique design that engaged patients from the very beginning. We know that how much AF a patient experiences matters, but we don’t know how different durations or patterns impact the risk of future health events. Combining continuous rhythm monitoring with traditional risk factors has helped clarify how AF burden and patterns can inform risk, prioritization, and treatment decisions,” said Jonathan P. Piccini, M.D., clinical cardiac electrophysiologist and professor of medicine and population health at Duke University Hospital and the Duke Clinical Research Institute, and chair of the DEFINE AFib clinical study steering committee.
The DEFINE AFib clinical study enrolled 973 patients using an app-based enrollment feature and characterized the impact of AF burden on patient outcomes and quality of life. Using the data, researchers built an algorithm capable of predicting patients’ risk of needing AF-related healthcare in the next 30-day period, in addition to predicting clinically meaningful reductions in patient-reported quality of life.
Results from the study showed that 22% of study participants who crossed into the high-risk threshold for the first time experienced an AF-related healthcare utilization (AFHCU) at a mean time of 164 to 145 days compared to 9% of patients in the low-risk group.
Piccini added: “Using upgraded AI-based algorithms and ICM data, physicians are better equipped to understand variance in patients’ AF patterns, offering the opportunity to provide the right patient with the right therapy at the right time.”
The data supports the conclusion that the AI-based analytics from the ICMs provide valuable information, particularly for those at a higher risk of an AF-related hospitalization, clinic visit, or therapeutic intervention.
The DEFINE AFib clinical study used AI and machine-learning techniques to analyze changes in AF burden over time. The ICM-based model separated individuals into high- vs low-risk AFHCU groups. AFHCUs included clinical actions such as ablation, cardioversion, initiation/ intensification of rate or rhythm control medication, or progression to a pacemaker or implantable cardioverter-defibrillator.
A sub-analysis from the DEFINE AFib clinical study showed important differences in performance between the LINQ family of ICMs and the Apple Watch for AF episode detection. When worn, the Apple Watch was able to detect 26% of AF episodes (lasting 75 minutes or more) that the LINQ ICM detected.3
These findings were recently presented at the European Society of Cardiology (ESC) Congress in 2024.
“Wearables allow patients to capture more real-time heart health data than ever before, but medical grade technology, like the LINQ family of ICMs, is necessary to provide clinicians with an accurate and reliable way to detect and manage cardiac conditions like AF,” said Alan Cheng, M.D., chief medical officer of the Cardiac Rhythm Management business, which is part of the Cardiovascular Portfolio at Medtronic. “These findings also indicate that, while consumer-grade devices such as smartwatches and monitors can provide some insights into overall heart health, they are limited in their ability to screen for and help manage chronic conditions like AF. Medical grade devices with continuous monitoring capabilities like ICMs are more appropriate.”
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