Title

Binary Classification of Heart Failures Using k-NN with Various Distance Metrics

Journal title

International Journal of Electronics and Telecommunications

Yearbook

2015

Volume

vol. 61

Issue

No 4

Authors

Udovychenko, Yevhenii ; Popov, Anton ; Chaikovsky, Illya

Divisions of PAS

Nauki Techniczne

Publisher

Polish Academy of Sciences Committee of Electronics and Telecommunications

Date

2015[2015.01.01 AD - 2015.12.31 AD]

Identifier

DOI: 10.2478/eletel-2015-0044 ; eISSN 2300-1933 (since 2013) ; ISSN 2081-8491 (until 2012)

Source

International Journal of Electronics and Telecommunications; 2015; vol. 61; No 4

References

Udovychenko (2015), k - NN Binary Classification of Heart Failures Using Myocardial Current Density Distribution Maps Processing, Signal Symposium, 98. ; Jazbinsek (1995), Magnetocardiographic localization of accessory conduction pathway in patients suffering from WPW syndrome in Vienna Sept, Computers Cardiology Austria, 417. ; Chaikovsky (2011), Magnetocardiography in clinical practice : algorithms and technologies for data analysis in Medical, Science, 21. ; Kilian (2009), Distance Metric Learning for Large Margin Nearest Neighbor Classification of Machine Learning Sept, Journal Research, 10, 207. ; Leder (1998), Noninvasive Biomagnetic Imaging in Coronary Artery Disease Based on Individual Current Density Maps of the Heart of, International Journal Cardiology, 64, 417, doi.org/10.1016/S0167-5273(97)00326-4 ; Tsukada (2000), Magnetocardiographic mapping characteristic for diagnosis of ischemic heart disease in Computers in Cambridge MA Sept, Cardiology, 505. ; Fainzilberg (1300), Sensitivity and specificity of magnetocardiography using computerized classification of current density vectors maps in ischemic patients with normal ECG and echocardiogram Congress, International Series, 468. ; Kobayashi (2004), Visualization of the Current - Density Distributionfor MCG With WPW Syndrome Patients Using Independent Component Analysis in IEEE Transactions on Vol, Magnetics, 40. ; Hyun Kyoon Limet (2009), Magnetocardiogram difference between healthy subjects and ischemic heart disease patients in IEEE Transactions on Vol, Magnetics, 45. ; Ogata (2003), Projecting cardiac - current images onto a D standard heart model in Engineering in Medicine and Biology Sept, Society, 1. ; Brockmeier (1999), Magnetocardiography and - Lead Potential Mapping : Repolarization in Normal Subjesct During Pharmacologically Induced Stress of Cardiovascular Vol No, Journal Electrophysiology, 8, 6. ; Udovychenko (2014), Current Density Distribution Maps Threshold Processing in th International Scientific Conference on Electronics and Apr, IEEE Nanotechnology, 313.