Advanced Methods and Tools for ECG Data Analysis - Part 1 ppt

... Library. ISBN -1 0 : 1- 5 805 3-9 6 6 -1 ISBN -1 3 : 97 8 -1 -5 805 3-9 6 6 -1 Cover design by Michael Moretti © 2006 ARTECH HOUSE, INC. 685 Canton Street Norwood, MA 02062 All rights reserved. Printed and bound in ... Contents 11 .9 Duration Modeling for Robust Segmentations 312 11 .10 Conclusions 316 References 316 CHAPTER 12 Supervised Learning Methods for ECG Cl...

Ngày tải lên: 13/08/2014, 12:20

... [%]74472 714 7544 r n (N) [%] 77 54 37 27 21 19 18 16  r(N) [%]3 7 10 1 314 1 414 12 ⇑ ST Segment Patterns, Human Annotator: r c (N) [%]74472 714 7544 r n (N) [%] 74 48 29 21 15 12 11 10  r(N) [%] 012 78776 ⇑ coefficients ... =                 −0. 515 0 .15 7 −0. 917 0.044 0 .16 4 1. 387 0.882 0.098 1. 277 1. 213 0 .12 7 −0.6 01 1 .12 5 0 .12 7 −0.086 0.8 31 0....

Ngày tải lên: 13/08/2014, 12:20

... Q+P 10 0 19 01 1 0 0 0 0 0 0 0 0 0 10 0.00 10 0.00 10 1 15 21 0 1 4 0 0 0 0 0 0 1 99.93 99.74 10 3 17 25 0 0 1 0 0 0 0 4 0 0 99.77 99.94 10 5 211 7 29 4 13 3 0 0 0 0 4 0 1 99.77 94 .17 10 6 12 36 459 0 1 0 ... 0 0 1 0 99.94 99.94 10 8 14 61 13 2 257 0 0 0 0 4 0 0 99.73 85 .17 223 17 36 447 8 1 0 0 0 0 0 8 0 99.64 99.95 228 12 25 300 0 49 0 0 0 0 17 6 2...

Ngày tải lên: 13/08/2014, 12:20

... Vol. 10 1, No. 50, 2004, pp. 17 545 17 548. [11 0] Moody, G. B., ECG- Based Indices of Physical Activity,” Computers in Cardiology, No. 19 , 19 92, pp. 403–406. [11 1] Fukada, K., H. E. Stanley, and ... [87, 11 6], and WR is correlated with medium to high agitation (Riker) scores. P1: Shashi August 24, 2006 11 :39 Chan-Horizon Azuaje˙Book 68 ECG Statistics, Noise, Artifacts, an...

Ngày tải lên: 13/08/2014, 12:20

... http://www.physionet.org/physiotools/ecgsyn/. P1: Shashi August 24, 2006 11 :42 Chan-Horizon Azuaje˙Book 12 8 Models for ECG and RR Interval Processes [13 ] Ursino, M., A. Fiorenzi, and E. Belardinelli, “The ... Heart-Rate Variability Part 1: Comparative Study of Heart-Rate Variability Analysis Methods, ” Med. Biol. Eng. & Comput., Vol. 15 , 19 77, pp. 239–252. P1: Shash...

Ngày tải lên: 13/08/2014, 12:20

... Figure 5.7). P1: Shashi August 30, 2006 11 :5 Chan-Horizon Azuaje˙Book 5.4 Data- Determined Basis Functions 16 5 Figure 5 .12 Ten seconds of data after ICA decomposition (see Figure 5 .11 ), and reconstruction with ... Values and Matrix Approximations,” Applikace Matematiky, No. 13 , 19 68, pp. 44– 51. P1: Shashi August 30, 2006 11 :5 Chan-Horizon Azuaje˙Book 15 2 Linear Filteri...

Ngày tải lên: 13/08/2014, 12:20

... Vol. 65, 19 91, pp. 579– 616 . [14 ] Fraser, A. M., and H. L. Swinney, “Independent Coordinates for Strange Attractors from Mutual Information,” Phys. Rev. A, Vol. 33, 19 86, pp. 11 34 11 40. [15 ] Rosenstein, ... segments), defined as ECG beat A n (i) = ECG beat 2n (i) (7.5) ECG beat B n (i) = ECG beat 2n 1 (i) (7.6) P1: Shashi August 24, 2006 11 :48 Chan-Horizon Azuaje˙B...

Ngày tải lên: 13/08/2014, 12:20

... observation value O 1 from that particular state, that is, δ 1 (i) = π i b i (O 1 ) (11 .12 ) Equation (11 .11 ) can then be used to compute the value of δ t (i) for each state i and for each time step ... pp. 10 6 11 1. [17 ] Maglaveras, N., et al., “An Adaptive Backpropagation Neural Network for Real-Time Ischemia Episodes Detection: Development and Performance Analysis...

Ngày tải lên: 13/08/2014, 12:20

... 200 1 0.50% 200 3 1. 5% F 3 71 3 0. 81% 370 10 2.70% j 11 7 3 2.56% 10 5 10 9.52% J 40 3 7.50% 39 4 10 .25% S 512 2 0.39% 512 3 0.58% Total 6,690 74 1. 83% 6,095 15 9 4.09% P1: Shashi August 24, 2006 11 :56 ... 5 1 0 8 376 j 70000950002 000 10 4 I 0 00 00 1 194 01 0 0 3 2 2 01 J 10 000003502 000 38 L 2 0 1 0 0 0 0 0 483 1 0 0 5 492 N 9 3 0 0 1 2 0 2 2 1, 956 1 0 0...

Ngày tải lên: 13/08/2014, 12:20

... 0. 61 V 44 8 .11 8.07 6.99 10 .95 12 .19 6.58 V 51 0.24 0.30 0.26 0.43 0.54 0.34 V 52 1. 04 1. 04 0.83 1. 11 1.52 1. 02 V 53 0.72 0.73 0.57 0.75 1. 05 1. 02 V 54 10 .37 9.63 8.39 12 .60 13 .07 7. 61 V 61 0 .14 ... 0.39 V 32 1. 24 1. 23 1. 04 1. 27 1. 63 1. 15 V 33 0.86 0.86 0.72 0.85 1. 12 0.80 V 34 12 .45 11 .40 10 .52 14 .35 13 .97 8.62 V 41 0 .19 0.25 0. 21...

Ngày tải lên: 13/08/2014, 12:20