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SotA/Methodology/Electrocardiography (ECG)

Electrocardiography (ECG)

84 benchmarks117 papers

Benchmarks

Electrocardiography (ECG) on MIMIC PERform Testing Dataset

Electrocardiography (ECG) on MIMIC-III

F1 score Precision Recall Accuracy MAE for SBP [mmHg]MAE for DBP [mmHg]Mean Squared Error MAE

Electrocardiography (ECG) on UBFC-rPPG

RMSE MAE Pearson Correlation MAPE (%)

Electrocardiography (ECG) on MMSE-HR

MAE Pearson Correlation RMSE MAPE (%)

Electrocardiography (ECG) on PhysioNet Challenge 2021

PhysioNet Challenge score 2021

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

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

Electrocardiography (ECG) on Clinical Admission Notes from MIMIC-III

Electrocardiography (ECG) on "Cardiologist-level" 12-rhythm ECG dataset

F1 (Sequence)F1 (Set)

Electrocardiography (ECG) on BIDMC

MAE [bpm, session-wise]

Electrocardiography (ECG) on MIT-BIH Arrhythmia Database

F1 Accuracy Precision Recall specificity

Electrocardiography (ECG) on CHF database

Accuracy Precision Sensitivity

Electrocardiography (ECG) on LUDB

Electrocardiography (ECG) on MIT-BIH+BIDMC

Electrocardiography (ECG) on MTHS

MAE [bpm, session-wise]

Electrocardiography (ECG) on Multi-day Continuous BP Prediction

Electrocardiography (ECG) on PTB-XL

Electrocardiography (ECG) 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)

Electrocardiography (ECG) on The China Physiological Signal Challenge 2018

F1 (Hidden Test Set)

Electrocardiography (ECG) on The PhysioNet Computing in Cardiology Challenge 2017

F1 (Hidden Test Set)Accuracy (TEST-DB)Accuracy (TRAIN-DB)

Electrocardiography (ECG) on UCR Time Series Classification Archive

Accuracy (Test)

Electrocardiography (ECG) on UnoViS_auto2012

Electrocardiography (ECG) on VIPL-HR

Electrocardiography (ECG) on WildPPG

MAE [bpm, session-wise]

Electrocardiography (ECG) on AHA

Accuracy (VEB+)PPV (VEB+)Sensitivity (VEB+)Specificity (VEB+)

Electrocardiography (ECG) on CODE-15%

Electrocardiography (ECG) on HiRID

Electrocardiography (ECG) on INCART

Electrocardiography (ECG) on MIT-BIH AR

Accuracy (Inter-Patient)Accuracy (Intra-Patient)PPV (VEB)Sensitivity (VEB)Accuracy F1-score

Electrocardiography (ECG) on PPG-DaLiA

MAE [bpm, session-wise]

Electrocardiography (ECG) on PTB Diagnostic ECG Database

Accuracy (%)Accuracy

Electrocardiography (ECG) on PTB dataset, ECG lead II

Electrocardiography (ECG) on QT

Electrocardiography (ECG) on QT-NSTDB

SSD MAD PRD(%)CosSim

Electrocardiography (ECG) on VitalDB

MAE Mean Squared Error

Electrocardiography (ECG) on WESAD

MAE [bpm, session-wise]