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Real-Time Cardiac Mapping with a Noninvasive Imageless Electrocardiographic Imaging System
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Prognostic value of ECG-derived f-wave indices from implantable loop recorder: Analysis from the LOOP study
Felix Plappert1, Søren Zöga Diederichsen2, Claus Graff3
1Department of Biomedical Engineering, Lund University, Lund, Sweden.
Heart Rhythm
|July 13, 2026
Summary
ECG indices like atrial fibrillatory rate (AFR) and f-wave amplitude (FWA) predict mortality in early atrial fibrillation (AF). These markers identify high-risk patients for targeted interventions.
Area of Science:
- Cardiology
- Biomedical Engineering
- Electrocardiography
Background:
- Atrial remodeling indices from ECG predict outcomes in established atrial fibrillation (AF).
- These indices are unexplored in screening-detected or symptomatic AF.
- Implantable loop recorders (ILR) allow continuous monitoring for early AF detection.
Purpose of the Study:
- To investigate the prognostic value of ILR-derived ECG indices in patients without prior AF.
- Specifically examined atrial fibrillatory rate (AFR), average f-wave envelope amplitude (FWA), and organization index (ExpDec).
- Assessed associations with all-cause mortality and a composite of cardiovascular death or heart failure hospitalization.
Main Methods:
- Analysis of 1,411 LOOP study participants with ILRs, median age 73.
- Extracted baseline AFR, ExpDec, and FWA from AF episodes ≥60 minutes within one year.
- Multivariate Cox regression used to assess outcomes.
Main Results:
- AF episodes ≥60 minutes detected in 6.8% of participants within the first year.
- Low AFR (<317 fpm), ExpDec (<1.25), and FWA (<97 μV) were associated with increased all-cause mortality.
- Similar associations observed for cardiovascular death or heart failure hospitalization, with FWA correlating with left atrial volume.
Conclusions:
- In screening-detected AF, a more organized fibrillatory process (low AFR/ExpDec) and structural abnormalities (low FWA) predict mortality and heart failure events.
- F-wave analysis identifies high-risk patients in early AF.
- These findings may enable targeted interventions for improved patient outcomes.
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