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Q4 2025 Cardiology Signal Intelligence Report
Quarterly analysis of FDA MAUDE adverse event data across 32 cardiac device types
2025-Q412 pages
What's inside
- Analysis of adverse event reports across 32 cardiac device categories
- Signal detection using 6 statistical methods (spike, trend, changepoint, peer outlier, new problem, early signal)
- Category-level trend analysis and quarter-over-quarter comparisons
- Emerging failure mode identification via narrative clustering
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About this report
Signal Detection
Automated detection of safety signal spikes, trends, changepoints, and emerging failure modes across all 32 cardiac device product codes monitored by Claripulse.
Category Analysis
Quarter-over-quarter adverse event comparisons across CRM, ablation, structural heart, coronary intervention, and mechanical circulatory support categories.
Narrative Clustering
NLP-powered grouping of adverse event narratives to identify emerging themes and failure patterns that traditional keyword searches miss.
This report analyzes publicly available FDA MAUDE data. It does NOT provide medical advice. MAUDE data is de-identified. Do not attempt re-identification.