Reconstruction-based anomaly detection on ECG time-frequency features yields 99.16% specificity, 76.05% accuracy, 0.01/h FPR, and 45-minute average prediction horizon on the Siena database.
Ilae official report: a practical clinical definition of epilepsy
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
eess.SP 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
An Empirical Investigation of Reconstruction-Based Models for Seizure Prediction from ECG Signals
Reconstruction-based anomaly detection on ECG time-frequency features yields 99.16% specificity, 76.05% accuracy, 0.01/h FPR, and 45-minute average prediction horizon on the Siena database.