AIBullisharXiv – CS AI · 6h ago7/10
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cAPM: Continual AI-Assisted Pace-Mapping with Active Learning
Researchers introduce cAPM, an AI-assisted system that uses continual learning and active learning to improve cardiac pace-mapping procedures for treating ventricular tachycardia. The system demonstrates 81% localization accuracy using only 4.5 pacing sites compared to 38% accuracy with 13.7 sites for existing methods, potentially reducing procedure time and patient risk.