Benchmark

PTB-XL

A large publicly available electrocardiogram dataset commonly used in ECG classification and anomaly detection research.

Timeline (last 90 days)

Nov 3

The study evaluates five anomaly detectors on two datasets, PTB-XL and BUT QDB, and compares them with two uncertainty methods, Monte Carlo Dropout and deep ensembles.

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The study evaluates five anomaly detectors on two datasets, PTB-XL and BUT QDB, and compares them with two uncertainty methods, Monte Carlo Dropout and deep ensembles.

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Source Articles

Energy-Constrained Remote ECG Monitoring: Anomaly Filtering Outperforms Predictive UncertaintyNov 3