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author:

Huang, Liqin (Huang, Liqin.) [1] (Scholars:黄立勤) | Li, Wei (Li, Wei.) [2] (Scholars:李伟) | Currie, Edward (Currie, Edward.) [3] | Guo, Wenzhong (Guo, Wenzhong.) [4] (Scholars:郭文忠)

Indexed by:

EI Scopus SCIE

Abstract:

The first generation of omni-directional M-mode echocardiography system is able to extract implied motion information from sequential echocardiography images. However, in recent years, there has been an increasing demand in clinical practice for more precise dynamic motion information and research into the second-generation of omni-directional M-mode echocardiography systems has focused on how to achieve this greater precision. Two possible approaches are to improve the acquisition precision of echocardiography and to improve the extraction accuracy of motion curves. Firstly, we describe the use of a model for separation of cardiac 'non-functional' movement, in the design of a particle swarm optimization (PSO) algorithm to track and analyze the heart feature points, in order to achieve improved omni-directional M-mode echocardiography using tracking sampling lines. We then present the design of a new method for heart motion curve extraction, based on the idea of multi-scale analysis and wavelet transformation, which can suppress image noise effectively and thereby reduce the need for manual intervention. Experimental evaluation indicated that these techniques produce more effective results than the first generation omni-directional M-mode echocardiography system. (C) 2016 Elsevier B.V. All rights reserved.

Keyword:

Motion tracking Multiscale analysis Omni-directional M-mode echocardiography

Community:

  • [ 1 ] [Huang, Liqin]Fuzhou Univ, Sch Phys & Informat Engn, Fuzhou, Peoples R China
  • [ 2 ] [Li, Wei]Fuzhou Univ, Sch Phys & Informat Engn, Fuzhou, Peoples R China
  • [ 3 ] [Li, Wei]Middlesex Univ, Sch Sci & Technol, London N17 8HR, England
  • [ 4 ] [Currie, Edward]Middlesex Univ, Sch Sci & Technol, London N17 8HR, England
  • [ 5 ] [Guo, Wenzhong]Fuzhou Univ, Sch Math & Comp Sci, Fuzhou 350002, Peoples R China

Reprint 's Address:

  • 郭文忠

    [Guo, Wenzhong]Fuzhou Univ, Sch Math & Comp Sci, Fuzhou 350002, Peoples R China

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Source :

NEUROCOMPUTING

ISSN: 0925-2312

Year: 2016

Volume: 195

Page: 123-128

3 . 3 1 7

JCR@2016

5 . 5 0 0

JCR@2023

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:175

JCR Journal Grade:1

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 3

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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