K. Takahashi et al., PERFORMANCE EVALUATION OF ECG COMPRESSION ALGORITHMS BY RECONSTRUCTION ERROR AND DIAGNOSTIC RESPONSE, IEICE transactions on information and systems, E76D(12), 1993, pp. 1404-1410
An electrocardiogram (ECG) data compression algorithm using a polygona
l approximation and the template beat variation method (TBV) has been
evaluated by reconstruction error and automatic interpretation. The al
gorithm combining SAPA3 with TBV (SAPA3/TBV) has superior compression
performance in PRD and compression ratio. The reconstruction errors, d
efined as the difference of the amplitude and the time duration betwee
n the original ECG and the reconstructed one, are large at waves with
small amplitude and/or gradual slopes such as the P wave. Tracing rebu
ilt from the compressed ECG has been analysed using the automatic inte
rpretative program, and the diagnostic answers with the related measur
ements have been compared with the results obtained on the original EC
G. The data compression algorithms (SAPA3 and SAPA3/TBV) have been tes
ted on 100 cases in the data base produced by CSE. The reconstruction
errors are related to the diagnostic errors. The TBV method suppresses
these errors and more than 90% of diagnostic agreements at the error
limit of 15 mu V can be obtained.