Phase-space reconstruction of electrocardiogram for heartbeat classification

IFMBE Proceedings

Volumn 25, Issue 4, 2009, Pages 1234-1237

  Chan, Hsiao Lung ^a   Fang, Shih Chin ^a   Chao, Pei Kuang ^a   Wang, Chun Li ^b   Wei, Jyh Da ^a  

^a CHANG GUNG UNIVERSITY   (Taiwan)

^b CHANG GUNG MEMORIAL HOSPITAL   (Taiwan)

Author keywords

Electrocardiograms; Heartbeat classification; Phase space reconstruction; Premature ventricular contraction

Indexed keywords

BIOINFORMATICS; BIOMECHANICS; BIOMEDICAL ENGINEERING; BIOPHYSICS; COMPLEX NETWORKS; DISEASES; ELECTROCARDIOGRAPHY; MEDICAL PHYSICS; NEURONS; PHASE SPACE METHODS;

ARTIFICIAL NEURONAL NETWORK; CARDIAC ARRHYTHMIA; CHARACTERISTIC POINT; HEARTBEAT CLASSIFICATIONS; PHASE SPACE RECONSTRUCTION; PREMATURE VENTRICULAR CONTRACTION; SENSITIVITY AND SPECIFICITY; TEMPORAL RELATION;

MEDICAL IMAGE PROCESSING;

EID: 77950164506     PISSN: 16800737     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-642-03882-2_327     Document Type: Conference Paper

References (11)

1. Köhler B, Hennig C, Órglneister R (2002) The principles of software QRS detection. IEEE Eng Med Biol 1: 42-57
2. Hamdan M, Scheiman M (1995) Current approaches in patients with ventricular tachyarrhythmias. Med Clin North Am 79: 1097-1120
3. Chriatov I, Gómez-Herrero G, Krasteva V et al (2006) Comparative study of morphological and time-frequency ECG descriptors for heartbeat classification. Med Eng Phys 28: 876-887
4. Lagerholm M, Peterson C, Braccini G et al (2000) Clustering ECG complexes using Hermite functions and self-organizing maps. IEEE Trans Biomed Eng 47: 838-848
5. Shyu LY, Wu YH, Hu W (2004) Using wavelet transform and fuzzy neural network for VPC detection from the Holter ECG. IEEE Trans Biomed Eng 51: 1269-1273
6. Amann A, Tratnig R, Unterkofler K (2007) Detecting ventricular fibrillation by time-delay methods. IEEE Trans Biomed Eng 54: 174-177
7. Lee JW, Kim KS, Lee B et al (2002) A real time QRS detection using delay-coordinate mapping for the microcontroller implementation. Ann Biomed Eng 30: 1140-1151
8. Chan HL, Wu T, Lee ST et al (2008) Classification of neuronal spikes over the reconstructed phase space. J Neurosci Meth 168: 223-231
9. Fang SC, Chan HL (2008) Human identification by quantifying similarity and dissimilarity in electrocardiogram phase space, Pat Recogn doi:10.1016/j.patcog.2008.11.020.
10. Takens F (1981) Detecting strange attractors in turbulence. Lect Notes Math 898: 366-281
11. Pan J, Tompkins WJ (1985) A real-time QRS detection algorithm. IEEE Trans Biomed Eng 32: 230-236