Detection and multichannel SVD-based filtering of trigeminal somatosensory evoked potentials

被引:9
|
作者
Swinnen, A
Van Huffel, S [1 ]
Van Loven, K
Jacobs, R
机构
[1] Katholieke Univ Leuven, Dept Elect Engn, Div SISTA COSIC, Louvain, Belgium
[2] Katholieke Univ Leuven, Dept Periodontol, Lab Oral Physiol, Louvain, Belgium
关键词
evoked potential; trigeminal; multichannel SVD-based filtering; correlation coefficient; peak identification;
D O I
10.1007/BF02347050
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Very weak and noisy trigeminal somatosensory evoked potentials (TSEPs) are considered, which are successfully evoked by electrical stimulation of the trigeminal nerve of 15 patients with endosseous oral implants. As TSEP analysis provides an objective means of assessing neuronal function, it is considered to be a promising tool for investigating tactile sensation through anchoring implants in bone. For this purpose, a study of TSEP signals acquired from patients with endosseous oral implants has been carried out. Since TSEPs are severely contaminated by background ongoing electrical activities of the brain, a methodology is developed for statistically detecting the transient signal (TSEP) in the biological noise (EEG). For nine out of 15 patients, transient signals are defected in the background EEG activity. The TSEPs of these nine patients are subjected to further analysis. A multichannel singular value decomposition (SVD)-based filtering method is applied which successfully separates out the most energetic TSEPs from the background EEG, thereby increasing significantly the SNR of the recorded signals and improving extraction of the characteristic components of the TSEPs. It is shown that the most prominent feature of the TSEP signals for patients with endosseous oral implants is a wave with peak latency between 9 and 15 ms, generally followed by a wave between 25 and 28 ms or 34 and 38 ms for the specific cortical response areas.
引用
收藏
页码:297 / 305
页数:9
相关论文
共 50 条
  • [21] SVD-based Scattered Small Targets Detection
    Gao, Jingli
    Wen, Chenglin
    Liu, Meiqin
    PROCESSING OF 2014 INTERNATIONAL CONFERENCE ON MULTISENSOR FUSION AND INFORMATION INTEGRATION FOR INTELLIGENT SYSTEMS (MFI), 2014,
  • [22] SVD-based image filtering improvement by means of image rotation
    Muti, D
    Bourennane, S
    Guillaume, M
    2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL III, PROCEEDINGS: IMAGE AND MULTIDIMENSIONAL SIGNAL PROCESSING SPECIAL SESSIONS, 2004, : 289 - 292
  • [23] Collaborative Filtering through SVD-Based and Hierarchical Nonlinear PCA
    Vozalis, Manolis G.
    Markos, Angelos
    Margaritis, Konstantinos G.
    ARTIFICIAL NEURAL NETWORKS-ICANN 2010, PT I, 2010, 6352 : 395 - 400
  • [24] SOMATOSENSORY EVOKED-POTENTIALS FOLLOWING TRIGEMINAL NERVE-STIMULATION IN TRIGEMINAL NEURALGIA
    STOHR, M
    PETRUCH, F
    SCHEGLMANN, K
    ANNALS OF NEUROLOGY, 1981, 9 (01) : 63 - 66
  • [25] New SVD-based collaborative filtering algorithms with differential privacy
    Xian, Zhengzheng
    Li, Qiliang
    Huang, Xiaoyu
    Li, Lei
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 33 (04) : 2133 - 2144
  • [26] Coherence-weighted Wiener filtering of somatosensory evoked potentials
    Paul, JS
    Luft, AR
    Hanley, DF
    Thakor, NV
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2001, 48 (12) : 1483 - 1488
  • [27] SOMATOSENSORY EVOKED-POTENTIALS FOLLOWING STIMULATION OF THE TRIGEMINAL NERVE IN MAN
    STOHR, M
    PETRUCH, F
    JOURNAL OF NEUROLOGY, 1979, 220 (02) : 95 - 98
  • [28] TRIGEMINAL EVOKED-POTENTIALS IN SOMATOSENSORY CORTEX OF THE MACACA-MULATTA
    MCCARTHY, G
    ALLISON, T
    JOURNAL OF NEUROSURGERY, 1995, 82 (06) : 1015 - 1020
  • [29] Topography and lateralization of long-latency trigeminal somatosensory evoked potentials
    Pokorny, Lena
    Jarczok, Tomasz Antoni
    Bender, Stephan
    CLINICAL NEUROPHYSIOLOGY, 2022, 135 : 37 - 50
  • [30] Trigeminal vs. peripheral somatosensory evoked potentials in man.
    Van Loven, K
    Swinnen, A
    van Steenberghe, D
    Jacobs, R
    JOURNAL OF DENTAL RESEARCH, 1998, 77 : 896 - 896