Title :
Continuously variable duration Hidden Markov Models for ECG segmentation
Author :
Thoraval, L. ; Carrault, G. ; Mora, F.
Author_Institution :
Laboratoire Traitement du Signal et de l´´Image, INSERM 335, Université de Rennesl, Campus de Beaulieu, 35042 Rennes Cedex, France
fDate :
Oct. 29 1992-Nov. 1 1992
Abstract :
Classical Hidden Markov Models (HMMs) can be extended by explicit modelling of state occupancy and leads to the Continuously Variable Duration HMMs (CVDHMMs). This property is of particular interest when dealing with sequences composed of variable duration electrophysiological events. This paper describes some experiments of CVDHMMs.
Keywords :
Electrocardiography; Hidden Markov models; Lead;
Conference_Titel :
Engineering in Medicine and Biology Society, 1992 14th Annual International Conference of the IEEE
Conference_Location :
Paris, France
Print_ISBN :
0-7803-0785-2
Electronic_ISBN :
0-7803-0816-6
DOI :
10.1109/IEMBS.1992.5761093
