Bayesian classification of myocardial excitation abnormality using magnetocardiogram maps for mass screening

Neurology and Clinical Neurophysiology

Volumn 2004, Issue , 2004, Pages

  Ono, Yumie ^a,f   Ishiyama, A ^a   Kasai, N ^b   Yamada, S ^c   On, K ^c   Watanabe, S ^c   Yamaguchi, I ^c   Miyashita, T ^d   Tsukada, K ^e  

^a WASEDA UNIVERSITY   (Japan)

^b NATIONAL INSTITUTE OF ADVANCED INDUSTRIAL SCIENCE AND TECHNOLOGY AIST   (Japan)

^c UNIVERSITY OF TSUKUBA   (Japan)

^d HITACHI LTD   (Japan)

^e OKAYAMA UNIVERSITY   (Japan)

^f NONE   (Japan)

Author keywords

Bayes criterion; Excited wave front; Gaussian mixture modeling; Magnetocardiogram; Myocardial infarction; Screening; Wavelet approximation

Indexed keywords

ALGORITHM; ARTICLE; BAYES THEOREM; CALCULATION; CLINICAL ARTICLE; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; ELECTROCARDIOGRAPHY; HEART ELECTROPHYSIOLOGY; HEART INFARCTION; HEART MUSCLE EXCITABILITY; HEART MUSCLE POTENTIAL; HUMAN; MAGNETIC FIELD; MAGNETOCARDIOGRAPHY; MASS SCREENING; MATHEMATICAL COMPUTING; PRIORITY JOURNAL; PROBABILITY; SENSITIVITY AND SPECIFICITY; ST SEGMENT; STATISTICAL ANALYSIS; STATISTICAL SIGNIFICANCE; T WAVE; WAVEFORM;

EID: 29144435065     PISSN: 15268748     EISSN: 15268748     Source Type: Journal    
DOI: None     Document Type: Article

References (3)

1. Christopher MB. Neural networks for pattern recognition. Oxford University Press; 1995 (A) p. 17-25, (B) p. 189-90
2. Ono Y, Kasai N, Ishiyama A, Miyashita T, Tsukada K, Yamada S, Yamaguchi I. Tracking of excited wave fronts by spatial frequency decomposition of MCG. In: Nowak H, Haueisen J, Gießler F, Huonker R, editors. Biomag2002. Proceedings of the 13th Conference on Biomagnetism; 2002 Oct 10-14; Jena, Germany. VDE Verlag, Berlin, Offenbach; 2002. p. 587-9.
3. Tsukada K, Kandori, A, Miyashita T, Sasabuti H, Suzuki H, Kondo S, Komiyama Y, Teshigawara K. A simplified superconducting interference device system to analyze vector components of a cardiac magnetic field. In: Chang HR, Zhang YT, editors. Proceedings of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society; 1998 Oct 29-Nov 1; Hong Kong, China. Piscataway: New Jersey; 1998. p. 524-7.