Literature DB >> 29250568

Selecting electrode configurations for image-guided cochlear implant programming using template matching.

Dongqing Zhang1, Yiyuan Zhao1, Jack H Noble1, Benoit M Dawant1.   

Abstract

Cochlear implants (CIs) are neural prostheses that restore hearing using an electrode array implanted in the cochlea. After implantation, the CI processor is programmed by an audiologist. One factor that negatively impacts outcomes and can be addressed by programming is cross-electrode neural stimulation overlap (NSO). We have proposed a system to assist the audiologist in programming the CI that we call image-guided CI programming (IGCIP). IGCIP permits using CT images to detect NSO and recommend deactivation of a subset of electrodes to avoid NSO. We have shown that IGCIP significantly improves hearing outcomes. Most of the IGCIP steps are robustly automated but electrode configuration selection still sometimes requires manual intervention. With expertise, distance-versus-frequency curves, which are a way to visualize the spatial relationship learned from CT between the electrodes and the nerves they stimulate, can be used to select the electrode configuration. We propose an automated technique for electrode configuration selection. A comparison between this approach and one we have previously proposed shows that our method produces results that are as good as those obtained with our previous method while being generic and requiring fewer parameters.

Keywords:  cochlear implant; image registration; image-guided cochlear implant programming; stimulation strategy

Year:  2017        PMID: 29250568      PMCID: PMC5724566          DOI: 10.1117/1.JMI.5.2.021202

Source DB:  PubMed          Journal:  J Med Imaging (Bellingham)        ISSN: 2329-4302


  17 in total

1.  Scalar position in cochlear implant surgery and outcome in residual hearing and the vestibular system.

Authors:  Karl Fredrik Nordfalk; Kjell Rasmussen; Einar Hopp; Ralf Greisiger; Greg Eigner Jablonski
Journal:  Int J Audiol       Date:  2013-12-04       Impact factor: 2.117

2.  Automatic segmentation of intra-cochlear anatomy in post-implantation CT of unilateral cochlear implant recipients.

Authors:  Fitsum A Reda; Theodore R McRackan; Robert F Labadie; Benoit M Dawant; Jack H Noble
Journal:  Med Image Anal       Date:  2014-02-18       Impact factor: 8.545

3.  Impact of Intrascalar Electrode Location, Electrode Type, and Angular Insertion Depth on Residual Hearing in Cochlear Implant Patients: Preliminary Results.

Authors:  George B Wanna; Jack H Noble; Rene H Gifford; Mary S Dietrich; Alex D Sweeney; Dongqing Zhang; Benoit M Dawant; Alejandro Rivas; Robert F Labadie
Journal:  Otol Neurotol       Date:  2015-09       Impact factor: 2.311

4.  Impact of electrode design and surgical approach on scalar location and cochlear implant outcomes.

Authors:  George B Wanna; Jack H Noble; Matthew L Carlson; René H Gifford; Mary S Dietrich; David S Haynes; Benoit M Dawant; Robert F Labadie
Journal:  Laryngoscope       Date:  2014-05-30       Impact factor: 3.325

5.  Initial Results With Image-guided Cochlear Implant Programming in Children.

Authors:  Jack H Noble; Andrea J Hedley-Williams; Linsey Sunderhaus; Benoit M Dawant; Robert F Labadie; Stephen M Camarata; René H Gifford
Journal:  Otol Neurotol       Date:  2016-02       Impact factor: 2.311

6.  Automatic segmentation of intracochlear anatomy in conventional CT.

Authors:  Jack H Noble; Robert F Labadie; Omid Majdani; Benoit M Dawant
Journal:  IEEE Trans Biomed Eng       Date:  2011-06-23       Impact factor: 4.538

7.  Results of Postoperative, CT-based, Electrode Deactivation on Hearing in Prelingually Deafened Adult Cochlear Implant Recipients.

Authors:  Robert F Labadie; Jack H Noble; Andrea J Hedley-Williams; Linsey W Sunderhaus; Benoit M Dawant; René H Gifford
Journal:  Otol Neurotol       Date:  2016-02       Impact factor: 2.311

8.  Automatic localization of cochlear implant electrodes in CT.

Authors:  Yiyuan Zhao; Benoit M Dawant; Robert F Labadie; Jack H Noble
Journal:  Med Image Comput Comput Assist Interv       Date:  2014

9.  Image-guidance enables new methods for customizing cochlear implant stimulation strategies.

Authors:  Jack H Noble; Robert F Labadie; René H Gifford; Benoit M Dawant
Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2013-03-19       Impact factor: 3.802

10.  Factors affecting open-set word recognition in adults with cochlear implants.

Authors:  Laura K Holden; Charles C Finley; Jill B Firszt; Timothy A Holden; Christine Brenner; Lisa G Potts; Brenda D Gotter; Sallie S Vanderhoof; Karen Mispagel; Gitry Heydebrand; Margaret W Skinner
Journal:  Ear Hear       Date:  2013 May-Jun       Impact factor: 3.570

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  2 in total

1.  Automatic localization of closely spaced cochlear implant electrode arrays in clinical CTs.

Authors:  Yiyuan Zhao; Benoit M Dawant; Robert F Labadie; Jack H Noble
Journal:  Med Phys       Date:  2018-10-08       Impact factor: 4.071

2.  A Graph-Based Method for Optimal Active Electrode Selection in Cochlear Implants.

Authors:  Erin Bratu; Robert Dwyer; Jack Noble
Journal:  Med Image Comput Comput Assist Interv       Date:  2020-09-29
  2 in total

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