RPS/GMM approach toward the localization of myocardial infarction

Computers in Cardiology

Volumn 34, Issue , 2007, Pages 185-188

  Mneimneh, Ma ^a,b   Povinelli, R J ^a  

^a MARQUETTE UNIVERSITY   (United States)

^b Marquette University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BODY SURFACES; CLASSIFICATION METHODS; CLINICAL METHODS; DATA SETS; ECG SIGNALS; EXPERT ANALYSIS; GAUSSIAN MIXTURE MODELS; GOLD STANDARDS; ISCHEMIC HEART DISEASE; MYOCARDIAL INFARCTIONS; RECONSTRUCTED PHASE SPACES;

FAULT DETECTION; GADOLINIUM; PHASE SPACE METHODS; STATISTICAL TESTS;

CARDIOLOGY;

EID: 62949245101     PISSN: 02766574     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIC.2007.4745452     Document Type: Conference Paper

References (13)

1. Antoni Bayés de Luna MGW, MD; Yochai Birnbaum, MD;, Kjell Nikus MMF, MD; Anton Gorgels, MD, PhD;, Juan Cinca MPMC, MD; Olle Pahlm, MD;, Samuel Scla- rovsky MSS, MD; Hein Wellens, MD;, Wojciech Zareba M. A New Terminology for Left Ventricular Walls and Location of Myocardial Infarcts That Present Q Wave Based on the Standard of Cardiac Magnetic Resonance Imaging. Circulation 2006, 114:1755-1760.
2. Povinelli RJ. Towards the Prediction of Transient ST Changes. In Computers in Cardiology; September 25-28; Lyon, France. 2005
3. Myocardial Ischemia, Injury and Infarction
4. Reddy MRSE, L. Svensson, J. Haisty, W.K. Pahlm, O. Neural network versus electrocardiographer and conventional computer criteria in diagnosing anterior infarct from the ECG. In Computers in Cardiology; 11-14 Oct. 1992. 1992: 667 - 670.
5. HL Lu KO, P Chia. An Automated ECG Classification System Based on a Neuro-Fuzzy System. In Computers in Cardiology. 2000: 387-390.
6. Moody G. Physionet / Computers in Cardiology 2007. 2007.
7. Goldberger AL AL, Glass L, Hausdorff JM, Ivanov PCh, Mark RG, Mietus JE, Moody GB, Peng CK, Stanley HE. PhysioBank, PhysioToolkit, and PhysioNet: Components of a New Research Resource for Complex Physiologic Signals. AHA Journal Circulation 101 2000, 101:e215-e220.
8. Takens F. Detecting strange attractors in turbulence. In Dynamical Systems and Turbulence; Warwick. Edited by Dold A, Eckman B. Springer-Verlag; 1980: 366-381.
9. Kevin M. Indrebo RJP, Michael T. Johnson. Sub-banded Reconstructed Phase Spaces for Speech Recognition. Speech Communication 2006, 48:760-774.
10. Povinelli RJ JM, Lindgren AC, Ye J. Time series classification using Gaussian mixture models ofeconstructed phase spaces. IEEE Transactions on Knowledge and Data Engineering 2004, 16:779-783.
11. Anderson WD WN, Lee KL, White RD, Yuschak J, Behar VS, Selvester RH, Ideker RE, Wagner GS. Evaluation of a QRS scoring system for estimating myocardial infarct size. VI. Identification of screening criteria for non-acute myocardial infarcts. Am J Cardiol 1988, 61:729-733.
12. M.D. Cerqueira NJW, V. Dilsizian, A.K. Jacobs, S. Kaul, et al. Standardized myocardial segmentation and nomencl ture for tomographic imaging of the heart. Circulation 2002, 105:539-542.
13. Aldrich HR WN, Boswick J. Use of initial ST-segment deviation for prediction of final electrocardiographic size of acute myocardial infarcts. Am J Cardiol 1988, 61:749-753.