List your company
ResearchFormerly WizWand

ECG Abnormality Classification on G12EC (test)

96SpecificityBaseline CLS
68.9675.988390.02Sep 26, 2024
Updated 7mo ago

Evaluation results

MethodLinks
Baseline CLSAbnormality=LBBB, Sensitivity=0.972024.0996
WaveGANAbnormality=LBBB, Sensitivity=0.972024.0996
SimGANAbnormality=LBBB, Sensitivity=0.972024.0996
SSSD-ECGAbnormality=LBBB, Sensitivity=0.972024.0996
MultiODE-GANAbnormality=LBBB, Sensitivity=0.972024.0996
DCGANAbnormality=LBBB, Sensitivity=0.972024.0995
ME-GANAbnormality=LBBB, Sensitivity=0.972024.0995
MultiODE-GANAbnormality=RBBB, Sensitivity=0.942024.0992
MultiODE-GANAbnormality=LAD, Sensitivity=0.892024.0991
ME-GANAbnormality=RBBB, Sensitivity=0.942024.0990
SimGANAbnormality=RBBB, Sensitivity=0.942024.0990
SSSD-ECGAbnormality=RBBB, Sensitivity=0.942024.0990
ME-GANAbnormality=LAD, Sensitivity=0.892024.0990
SimGANAbnormality=LAD, Sensitivity=0.892024.0990
SSSD-ECGAbnormality=LAD, Sensitivity=0.892024.0990
MultiODE-GANAbnormality=IRBBB, Sensitivity=0.822024.0989
Baseline CLSAbnormality=RBBB, Sensitivity=0.942024.0989
DCGANAbnormality=RBBB, Sensitivity=0.942024.0989
WaveGANAbnormality=RBBB, Sensitivity=0.942024.0989
WaveGANAbnormality=LAD, Sensitivity=0.892024.0989
Baseline CLSAbnormality=LAD, Sensitivity=0.892024.0988
WaveGANAbnormality=IRBBB, Sensitivity=0.822024.0987
SimGANAbnormality=IRBBB, Sensitivity=0.822024.0987
SSSD-ECGAbnormality=IRBBB, Sensitivity=0.822024.0987
DCGANAbnormality=LAD, Sensitivity=0.892024.0987
MultiODE-GANAbnormality=AFL, Sensitivity=0.932024.0987
DCGANAbnormality=IRBBB, Sensitivity=0.822024.0986
ME-GANAbnormality=IRBBB, Sensitivity=0.822024.0986
MultiODE-GANAbnormality=IAVB, Sensitivity=0.942024.0985
Baseline CLSAbnormality=IRBBB, Sensitivity=0.822024.0985
ME-GANAbnormality=AFL, Sensitivity=0.932024.0985
SSSD-ECGAbnormality=AFL, Sensitivity=0.932024.0985
SSSD-ECGAbnormality=IAVB, Sensitivity=0.942024.0984
WaveGANAbnormality=AFL, Sensitivity=0.932024.0984
SimGANAbnormality=AFL, Sensitivity=0.932024.0984
WaveGANAbnormality=IAVB, Sensitivity=0.942024.0983
ME-GANAbnormality=IAVB, Sensitivity=0.942024.0983
SimGANAbnormality=IAVB, Sensitivity=0.942024.0983
Baseline CLSAbnormality=AFL, Sensitivity=0.932024.0983
Baseline CLSAbnormality=IAVB, Sensitivity=0.942024.0982
DCGANAbnormality=IAVB, Sensitivity=0.942024.0982
DCGANAbnormality=AFL, Sensitivity=0.932024.0982
MultiODE-GANAbnormality=LAnFB, Sensitivity=0.892024.0980
WaveGANAbnormality=LAnFB, Sensitivity=0.892024.0977
ME-GANAbnormality=LAnFB, Sensitivity=0.892024.0977
SimGANAbnormality=LAnFB, Sensitivity=0.892024.0977
SSSD-ECGAbnormality=LAnFB, Sensitivity=0.892024.0977
MultiODE-GANAbnormality=NSIVCB, Sensitivity=0.782024.0976
Baseline CLSAbnormality=LAnFB, Sensitivity=0.892024.0976
DCGANAbnormality=LAnFB, Sensitivity=0.892024.0976
SSSD-ECGAbnormality=NSIVCB, Sensitivity=0.782024.0975
ME-GANAbnormality=NSIVCB, Sensitivity=0.782024.0974
SimGANAbnormality=NSIVCB, Sensitivity=0.782024.0974
WaveGANAbnormality=NSIVCB, Sensitivity=0.782024.0973
Baseline CLSAbnormality=NSIVCB, Sensitivity=0.782024.0972
SimGANAbnormality=QAb, Sensitivity=0.812024.0972
SSSD-ECGAbnormality=QAb, Sensitivity=0.812024.0972
MultiODE-GANAbnormality=QAb, Sensitivity=0.812024.0972
DCGANAbnormality=NSIVCB, Sensitivity=0.782024.0970
Baseline CLSAbnormality=QAb, Sensitivity=0.812024.0970
DCGANAbnormality=QAb, Sensitivity=0.812024.0970
WaveGANAbnormality=QAb, Sensitivity=0.812024.0970
ME-GANAbnormality=QAb, Sensitivity=0.812024.0970