Table 9 The diagnostic-level evaluation for MCMA, as the generated 12-lead ECG is from lead I ECG, CODE-test

From: Multi-channel masked autoencoder and comprehensive evaluations for reconstructing 12-lead ECG from arbitrary single-lead ECG

Metric

Pre

Rec

Spe

F1

Class

1dAVb

0.8750

0.7500

0.9962

0.8077

RBBB

0.8788

0.8529

0.9950

0.8657

LBBB

0.9630

0.8667

0.9987

0.9123

SB

0.7273

1.0000

0.9926

0.8421

AF

0.5833

0.5385

0.9939

0.5600

ST

0.9459

0.9459

0.9975

0.9459

Mean

0.8289

0.8257

0.9956

0.8223

Back to article page