SOTAVerified

ECG Classification

Papers

Showing 8190 of 116 papers

TitleStatusHype
Global ECG Classification by Self-Operational Neural Networks with Feature Injection0
Graph Neural Networks for Topological Feature Extraction in ECG Classification0
Heart-Darts: Classification of Heartbeats Using Differentiable Architecture Search0
Identifying Arrhythmias Based on ECG Classification Using Enhanced-PCA and Enhanced-SVM Methods0
Improving ECG Classification Interpretability using Saliency Maps0
Integrating Notch Filtering and Statistical Methods for Improved Cardiac Diagnostics Using MATLAB0
Inter-Patient ECG Classification with Convolutional and Recurrent Neural Networks0
Inter-Patient ECG Heartbeat Classification with Temporal VCG Optimized by PSO0
Interpretable ECG classification via a query-based latent space traversal (qLST)0
Kalman-based Spectro-Temporal ECG Analysis using Deep Convolutional Networks for Atrial Fibrillation Detection0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Local Lead AttentionPhysioNet Challenge score 20210.52Unverified
2Classifier Chain (3-lead)PhysioNet Challenge score 2021-0.6Unverified
3Classifier Chain (4-lead)PhysioNet Challenge score 2021-0.63Unverified
4Classifier Chain (6-lead)PhysioNet Challenge score 2021-0.63Unverified
5Classifier Chain (2-lead)PhysioNet Challenge score 2021-0.63Unverified
#ModelMetricClaimedVerifiedStatus
1DNNF1 (1dAVb)0.89Unverified
24th year cardiology residentF1 (1dAVb)0.78Unverified
35th year medical studentF1 (1dAVb)0.73Unverified
43rd year emergency residentF1 (1dAVb)0.72Unverified
#ModelMetricClaimedVerifiedStatus
11D CNN EncoderPhysioNet Challenge score (test data)0.21Unverified
#ModelMetricClaimedVerifiedStatus
1xresnet1d101AUROC0.93Unverified
#ModelMetricClaimedVerifiedStatus
1V2SaAccuracy (Test)93.96Unverified