Title :
A new curve registration technique for the analysis of T waves shapes
Author :
Meste, O. ; Rix, H. ; Dori, G.
Author_Institution :
Lab. I3S UNSA-CNRS, Univ. of Nice-Sophia Antipolis, France
fDate :
Aug. 31 2010-Sept. 4 2010
Abstract :
T waves properties are not usually fully exploited when analyzing its profile variation within a set of records. An affine transform of the temporal support is a good candidate for the modeling of this variation. Based on this assumption, we propose here a new framework that provides an estimation of the reference T wave and the parameters of the affine functions. To achieve this task, the domain of the inverse normalized integral is investigated, allowing a compact description of the dataset. As a straightforward tool, the Principal Component Analysis is shown to be efficient in this do- main. This approach is illustrated by analyzing a set of T waves recorded during Dipyridamol infusion and during angioplasty.
Keywords :
affine transforms; medical signal processing; parameter estimation; principal component analysis; Dipyridamol infusion; T waves shapes; affine transform; angioplasty; curve registration; inverse normalized integral; principal component analysis; Computational modeling; Delay; Indexes; Minimization; Principal component analysis; Shape; Time domain analysis; Algorithms; Electrocardiography; Pattern Recognition, Automated; Signal Processing, Computer-Assisted;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5626236