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