IRIS-HSVD for automatic MRS data quantification

被引:0
|
作者
Wang, Xin [1 ]
Lee, Jing-Huei [1 ]
机构
[1] Univ Cincinnati, Dept Biomed Engn, Cincinnati, OH 45221 USA
关键词
magnetic resonance spectroscopy; signal processing; estimation; singular value decomposition;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
One of the most difficult problems in Magnetic Resonance Spectroscopy (MRS) data processing is to separate the targeted chemical compounds' signal from a distorted baseline in very noisy data. In this work, we propose a new quantification scheme based on the Iterative Reduction of Interference Signal Hankel Singular Value Decomposition (IRIS-HSVD) algorithm for accurate, robust and automatic quantification of multidimensional human brain P-31 MRS data.
引用
收藏
页码:1749 / 1752
页数:4
相关论文
共 50 条
  • [21] In vivo MRS metabolite quantification using genetic optimization
    Papakostas, G. A.
    Karras, D. A.
    Mertzios, B. G.
    van Ormondt, D.
    Graveron-Demilly, D.
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2011, 22 (11)
  • [22] QUANTIFICATION, RETRIEVAL, AND AUTOMATIC IDENTIFICATION OF NUMERIC DATA IN ORGANIC-CHEMISTRY JOURNALS
    POLLOCK, JJ
    JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 1984, 24 (03): : 139 - 147
  • [23] MetaQuant:: a tool for the automatic quantification of GC/MS-based metabolome data
    Bunk, Boyke
    Kucklick, Martin
    Jonas, Rochus
    Muench, Richard
    Schobert, Max
    Jahn, Dieter
    Hiller, Karsten
    BIOINFORMATICS, 2006, 22 (23) : 2962 - 2965
  • [24] Automatic Segmentation and Quantification of TB Scale Volumetric Murine Brain Vasculature Data
    Vemuri, Venkata. N. P.
    Jackson, Hunter
    Scott, Katherine
    2018 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2018, : 3263 - 3266
  • [25] The Study on MRS Quantification: AMARES Algorithm Based on ZoomFFT
    Yu, Zefeng
    Luo, Weimin
    Shen, Zhiwei
    Lin, Yuejuan
    Wu, Renhua
    Chen, Yaowen
    INTERNATIONAL CONFERENCE ON ELECTRONIC AND ELECTRICAL ENGINEERING (CEEE 2014), 2014, : 290 - 298
  • [26] Automatic iris segmentation based on local areas
    Xu, GuangZhu
    Zhang, ZaTeng
    Ma, Yide
    18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 4, PROCEEDINGS, 2006, : 505 - +
  • [27] A DIRECT-DRIVE AUTOMATIC IRIS CONTROL
    LARUE, MW
    JOURNAL OF THE SMPTE-SOCIETY OF MOTION PICTURE AND TELEVISION ENGINEERS, 1958, 67 (03): : 178 - 178
  • [28] Automatic iris segmentation and eyelids and eyelashes detection
    Xu, Guangzhu
    Zhang, Zaifeng
    Ma, Yide
    Shao, Yu
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2006, 13E : 2181 - 2186
  • [29] A DIRECT-DRIVE AUTOMATIC IRIS CONTROL
    LARUE, MW
    BAGBY, JP
    BUSHMAN, SF
    FREELAND, SR
    MACMILLIN, DM
    JOURNAL OF THE SMPTE-SOCIETY OF MOTION PICTURE AND TELEVISION ENGINEERS, 1958, 67 (09): : 600 - 604
  • [30] Automatic segmentation of iris images for the purpose of identification
    Zaim, A
    2005 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), VOLS 1-5, 2005, : 3661 - 3664