模型

Normal

AF

I-AVB

LBBB

RBBB

PAC

PVC

STD

STE

F1

TI-CNN [2]

0.750

0.900

0.920

0.760

0.640

0.830

0.870

0.810

0.460

0.772

He et al. [4]

0.755

0.846

0.780

0.790

0.748

0.829

0.869

0.870

0.655

0.806

ATI-CNN [3]

0.789

0.920

0.933

0.789

0.736

0.861

0.872

0.850

0.556

0.812

Zhang et al. [18]

0.805

0.919

0.864

0.866

0.926

0.735

0.851

0.814

0.535

0.813

Jyotishi et al. [17]

0.790

0.923

0.867

0.892

0.937

0.757

0.837

0.798

0.558

0.818

Geng et al. [19]

0.824

0.925

0.882

0.937

0.939

0.734

0.767

0.835

0.600

0.827

MLC-CNN [21]

0.792

0.936

0.889

0.779

0.744

0.866

0.876

0.876

0.683

0.827

Ge et al. [1]

0.790

0.920

0.870

0.870

0.930

0.780

0.860

0.810

0.590

0.828

Chen et al. [20]

-

-

-

-

-

-

-

-

-

0.837

Proposed model

0.798

0.913

0.867

0.826

0.916

0.850

0.849

0.846

0.596

0.829