A motif-based framework extracts representative ECG beats with DTW and defines deviation-from-NSR, deviation-from-baseline, and instability metrics that statistically separate normal from abnormal recordings on PTB-XL and MIT-BIH.
A generic motif discovery algorithm for sequential data,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
eess.SP 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Motif-based morphology signatures for interpretable ECG screening and monitoring
A motif-based framework extracts representative ECG beats with DTW and defines deviation-from-NSR, deviation-from-baseline, and instability metrics that statistically separate normal from abnormal recordings on PTB-XL and MIT-BIH.