Localization of cochlear implant: electrodes in radiographs

被引:8
|
作者
Yang, SY
Wang, G [1 ]
Skinner, MW
Rubinstein, JT
Vannier, MW
机构
[1] Univ Iowa, Dept Elect & Comp Engn, Iowa City, IA 52242 USA
[2] Univ Iowa, Dept Radiol, Iowa City, IA 52242 USA
[3] Washington Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, St Louis, MO 63110 USA
[4] Univ Iowa, Dept Otolaryngol, Iowa City, IA 52242 USA
关键词
cochlear implantation; x-ray radiography; image processing; thresholding; segmentation;
D O I
10.1118/1.598940
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Multielectrode cochlear implantation is the most effective treatment for profound sensorineural hearing loss. In vivo three-dimensional 3-D localization of cochlear implant electrodes is important for modeling of the electrical field in the cochlea, design of electrode arrays, and may improve speech processor programming for better speech recognition. The prerequisite for 3-D localization of the electrodes is their 2-D localization in x-ray radiographs. In this paper, we develop a practical method to localize the electrodes with high efficiency, accuracy, and reproducibility. In this method, a priori knowledge of the electrodes and their approximate positions are utilized, an intelligent thresholding and segmentation mechanism is embedded, and the electrode center is computed as the weighted geometric center of segmented electrode pixels. Experiments with physical phantoms and human data demonstrate the feasibility and utility of this method. The PC-based program developed for this project is disseminated on the Web, (C) 2000 American Association of Physicists in Medicine.
引用
收藏
页码:775 / 777
页数:3
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