Modeling and Identification of the Electrohysterographic Volume Conductor by High-Density Electrodes

被引:25
|
作者
Rabotti, Chiara [1 ]
Mischi, Massimo [1 ]
Beulen, Lean [2 ]
Oei, Guid [2 ]
Bergmans, Jan W. M. [1 ]
机构
[1] Eindhoven Univ Technol, Dept Elect Engn, NL-5600 MB Eindhoven, Netherlands
[2] Maxima Med Ctr, Dept Obstet & Gynecol, NL-5500 MB Veldhoven, Netherlands
关键词
Action potential; electrohysterography; high-density (HD) electrodes; parameter estimation; smooth muscle; subcutaneous tissue thickness; volume conductor; ELECTRICAL PROPAGATION; SURFACE EMG; FREQUENCY; MUSCLE; REPRODUCIBILITY; CONTRACTIONS; MYOMETRIUM; PARAMETERS; PRESSURE; PATTERNS;
D O I
10.1109/TBME.2009.2035440
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The surface electrohysterographic (EHG) signal represents the bioelectrical activity that triggers the mechanical contraction of the uterine muscle. Previous work demonstrated the relevance of the EHG signal analysis for fetal and maternal monitoring as well as for prognosis of preterm labor. However, for the introduction in the clinical practice of diagnostic and prognostic EHG techniques, further insights are needed on the properties of the uterine electrical activation and its propagation through biological tissues. An important contribution for studying these phenomena in humans can be provided by mathematical modeling. A five-parameter analytical model of the EHG volume conductor and the cellular action potential (AP) is proposed here and tested on EHG signals recorded by a grid of 64 high-density electrodes. The model parameters are identified by a least-squares optimization method that uses a subset of electrodes. The parameters representing fat and abdominal muscle thickness are also measured by echography. The mean correlation coefficient and standard deviation of the difference between the echographic and EHG estimates were 0.94 and 1.9 mm, respectively. No bias was present. These results suggest that the model provides an accurate description of the EHG AP and the volume conductor, with promising perspectives for future applications.
引用
收藏
页码:519 / 527
页数:9
相关论文
共 50 条
  • [31] VOLUME GENERATION OF NEGATIVE-IONS IN HIGH-DENSITY HYDROGEN DISCHARGES
    HISKES, JR
    KARO, AM
    AIP CONFERENCE PROCEEDINGS, 1984, (111) : 3 - 30
  • [32] Force volume imaging of defects in highly drawn high-density polyethylene
    Chaiyut, Nattawut
    Amornsakchai, Taweechai
    Thanawan, Sombat
    POLYMER TESTING, 2007, 26 (03) : 396 - 401
  • [33] On the High-Density Polyethylene Extrusion: Numerical, Analytical and Experimental Modeling
    Mamalis, A. G.
    Spentzas, K. N.
    Kouzilos, G.
    Theodorakopoulos, I.
    Pantelelis, N. G.
    ADVANCES IN POLYMER TECHNOLOGY, 2010, 29 (03) : 173 - 184
  • [34] Modeling the atomic structure of very high-density amorphous ice
    Christie, JK
    Guthrie, M
    Tulk, CA
    Benmore, CJ
    Klug, DD
    Taraskin, SN
    Elliott, SR
    PHYSICAL REVIEW B, 2005, 72 (01)
  • [35] Modeling of photon trapping effects in high-density divertor plasmas
    Rosato, J.
    Koubiti, M.
    Marandet, Y.
    Stamm, R.
    JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER, 2020, 247
  • [36] Modeling Electromagnetic Radiation at High-Density PCB/Connector Interfaces
    Tian, Xinxin
    Halligan, Matthew
    Li, Xiao
    Kim, Kiyeong
    Chen, Hung-Chuan
    Connor, Samuel
    Archambeault, Bruce
    Cracraft, Michael
    Ruehli, Albert
    Drewniak, James
    2014 IEEE INTERNATIONAL SYMPOSIUM ON ELECTROMAGNETIC COMPATIBILITY (EMC), 2014, : 97 - 102
  • [37] Formation and properties of roughened poly-Si electrodes for high-density DRAMs
    Liu, HW
    Lin, ZJ
    Yu, SY
    Huang, SC
    Cheng, SC
    THIN FILMS - STRUCTURE AND MORPHOLOGY, 1997, 441 : 119 - 124
  • [38] Understanding electrolyte infiltration mechanisms in high-density battery electrodes: A multimodal approach
    Cui, Hao
    Wang, Li
    Song, Youzhi
    Lai, Tingrun
    Liu, Zhibei
    Ren, Dongsheng
    Zhang, Hao
    He, Xiangming
    ENERGY STORAGE MATERIALS, 2025, 75
  • [39] Assembling carbon quantum dots to a layered carbon for high-density supercapacitor electrodes
    Chen, Guanxiong
    Wu, Shuilin
    Hui, Liwei
    Zhao, Yuan
    Ye, Jianglin
    Tan, Ziqi
    Zeng, Wencong
    Tao, Zhuchen
    Yang, Lihua
    Zhu, Yanwu
    SCIENTIFIC REPORTS, 2016, 6
  • [40] Assembling carbon quantum dots to a layered carbon for high-density supercapacitor electrodes
    Guanxiong Chen
    Shuilin Wu
    Liwei Hui
    Yuan Zhao
    Jianglin Ye
    Ziqi Tan
    Wencong Zeng
    Zhuchen Tao
    Lihua Yang
    Yanwu Zhu
    Scientific Reports, 6