COCHLEAR IMPLANT ARTIFACT REJECTION IN ELECTRICALLY EVOKED AUDITORY STEADY STATE RESPONSES

被引:0
|
作者
Deprez, Hanne [1 ]
Hofmann, Michael [2 ]
van Wieringen, Astrid [2 ]
Wouters, Jan [2 ]
Moonen, Marc [1 ]
机构
[1] Katholieke Univ Leuven, Dept Elect Engn ESAT, STADIUS, Kasteelpk Arenberg 10, B-3001 Heverlee, Belgium
[2] Katholieke Univ Leuven, Dept Neurosci, ExpORL, Herestraat 49 Bus 721, B-3000 Louvain, Belgium
来源
2014 PROCEEDINGS OF THE 22ND EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO) | 2014年
关键词
CI artifact; EASSR; objective; automatic; ICA; INDEPENDENT COMPONENT ANALYSIS; POTENTIALS; DYNAMICS; TIME;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Electrically evoked auditory steady state responses (EASSRs) are EEG signals measured in response to periodic or modulated pulse trains presented through a cochlear implant (CI). EASSRs are studied for the objective fitting of CIs in infants, as electrophysiological thresholds determined with EASSRs correlate well with behavioural thresholds. Currently available techniques to remove CI artifacts from such measurements are only able to deal with artifacts for low-rate pulse trains or modulated pulse trains presented in bipolar mode, which are not used in main clinical practice. In this paper, an automatic EASSR CI artifact rejection technique based on independent component analysis (ICA) is presented that is suitable for clinical parameters. Artifactual independent components are selected based on the spectral amplitude of the pulse rate. Electrophysiological thresholds determined based on ICA compensated signals are equal to those detected using blanked signals, but measurements at only one modulation frequency are required.
引用
收藏
页码:1995 / 1999
页数:5
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