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SotA/Medical/ECG Classification

ECG Classification

40 benchmarks116 papers

Benchmarks

ECG Classification on MIMIC PERform Testing Dataset

ECG Classification on UBFC-rPPG

RMSE MAE Pearson Correlation MAPE (%)

ECG Classification on MMSE-HR

MAE Pearson Correlation RMSE MAPE (%)

ECG Classification on PhysioNet Challenge 2021

PhysioNet Challenge score 2021

ECG Classification on Electrocardiography (ECG) on Telehealth Network of Minas Gerais (TNMG)

F1 (1dAVb)F1 (RBBB)F1 (LBBB)F1 (SB)F1 (AF)F1 (ST)

ECG Classification on MIMIC-III

MAE for SBP [mmHg]MAE for DBP [mmHg]Mean Squared Error MAE

ECG Classification on BIDMC

MAE [bpm, session-wise]

ECG Classification on MTHS

MAE [bpm, session-wise]

ECG Classification on Multi-day Continuous BP Prediction

ECG Classification on PTB-XL

ECG Classification on PhysioNet Challenge 2020

PhysioNet Challenge score (test data)PhysioNet Challenge score 2020 (validation data)Accuracy(stratified10-fold)F1(stratified10-fold)F2(stratified10-fold)G2(stratified10-fold)PhysioNet/CinC Challenge Score(stratified10-fold)

ECG Classification on UCR Time Series Classification Archive

Accuracy (Test)

ECG Classification on VIPL-HR

ECG Classification on WildPPG

MAE [bpm, session-wise]

ECG Classification on PPG-DaLiA

MAE [bpm, session-wise]

ECG Classification on VitalDB

MAE Mean Squared Error

ECG Classification on WESAD

MAE [bpm, session-wise]