Effects of Data Compression on the P-wave Recognition with the Adaptive Correlating Filter

Effects of data compression, to save the processing time in the P-wave recognition program with the adaptive correlating filter (ACF), on the performance of the ACF has been studied.All QRS or QRST regions were eliminated from the record to compress ECG data. Two indices were adopted as criteria for...

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Veröffentlicht in:Iyo denshi to seitai kogaku 1982/04/30, Vol.20(2), pp.113-116
Hauptverfasser: MURAKAMI, Keiji, TANAKA, Hirotomi, MASUYAMA, Yoshiaki, KIKKAWA, Sho
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container_end_page 116
container_issue 2
container_start_page 113
container_title Iyo denshi to seitai kogaku
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creator MURAKAMI, Keiji
TANAKA, Hirotomi
MASUYAMA, Yoshiaki
KIKKAWA, Sho
description Effects of data compression, to save the processing time in the P-wave recognition program with the adaptive correlating filter (ACF), on the performance of the ACF has been studied.All QRS or QRST regions were eliminated from the record to compress ECG data. Two indices were adopted as criteria for evaluating the effects. One was derived on the basis of the performance characteristics of the ACF, while the other was the mean error probability in detecting P-waves by using the ACF. In result, it was shown that the method for data compression could make up for the loss of the P-wave information caused by the data reduction. So the data reduction proposed here makes data compression feasible with little deterioration of the ACF performance.
doi_str_mv 10.11239/jsmbe1963.20.113
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source MEDLINE; J-STAGE (Japan Science & Technology Information Aggregator, Electronic) Freely Available Titles - Japanese
subjects Automatic Data Processing - methods
Electrocardiography
Filtration - instrumentation
Pattern Recognition, Automated
title Effects of Data Compression on the P-wave Recognition with the Adaptive Correlating Filter
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