Use of hidden Marcov models for the analysis of multiple lead ECG recordings
D. Voudouris, Michael Gerassimos Strintzis, Nicos Maglaveras, C. Pappas · 2002
A new hidden Marcov model (HMM) structure with vector-valued observation sequences is developed for the characterization of cardiac arrhythmias and other irregularities in multiple-lead ECG recordings. An analysis procedure is then proposed which generalises the HMM analysis developed for single-lead ECGs.>