Redundancy reduction for improved display and analysis of body surface potential maps. II. Temporal compression.

Abstract:

:This paper describes use of the Karhunen-Loeve expansion to identify and reduce temporal redundancy in electrocardiographic body surface potential maps (192 body surface leads recorded simultaneously at 1 kHz/channel for approximately 600 msec). Temporal data compression of about 20 to 1 was obtained with accurate representation of the original data. Use of separate sets of orthonormal basis functions for QRS and ST-T provided a more accurate representation than the basis derived from QRST. Combined with the spatial compression described in the preceding paper, overall map data compression of about 320 to 1 was obtained without significant loss of accuracy of representation or map appearance. With both spatial and temporal compression the 100,000 numbers which typically comprise a single cardiac complex were accurately represented by 216 coefficients. Using basis functions derived from a single cardiac complex were accurately represented by 216 coefficients. Using basis functions derived from a training set of 221 maps, the estimated average rms error of representation was 60 microV during the ST-T. For 34 test maps which were not part of the training set, measured average errors were 64 microV during the QRS and 23 microV during the ST-T. This technique provides a basis for quantification of the diagnostic content of maps and automated classification of maps.

journal_name

Circ Res

journal_title

Circulation research

authors

Evans AK,Lux RL,Burgess MJ,Wyatt RF,Abildskov JA

doi

10.1161/01.res.49.1.197

subject

Has Abstract

pub_date

1981-07-01 00:00:00

pages

197-203

issue

1

eissn

0009-7330

issn

1524-4571

journal_volume

49

pub_type

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