xresnet1d101

Reported on 5 benchmarks across 5 tasks · 1 paper · 5 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical3 results

ECG ClassificationonPTB-XL
AUROC· 2020-04-28
0.9279999999999999
SOTA
Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL arXiv:2004.13701
Photoplethysmography (PPG)onPTB-XL
AUROC· 2020-04-28
0.9279999999999999
SOTA
Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL arXiv:2004.13701
Blood pressure estimationonPTB-XL
AUROC· 2020-04-28
0.9279999999999999
SOTA
Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL arXiv:2004.13701

Methodology2 results

Electrocardiography (ECG)onPTB-XL
AUROC· 2020-04-28
0.9279999999999999
SOTA
Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL arXiv:2004.13701
Medical waveform analysisonPTB-XL
AUROC· 2020-04-28
0.9279999999999999
SOTA
Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL arXiv:2004.13701