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Postoperative Impedance-Based Estimation of Cochlear Implant Electrode Insertion Depth

OBJECTIVES: Reliable determination of cochlear implant electrode positions shows promise for clinical applications, including anatomy-based fitting of audio processors or monitoring of electrode migration during follow-up. Currently, electrode positioning is measured using radiography. The primary o...

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Autores principales: Schraivogel, Stephan, Aebischer, Philipp, Wagner, Franca, Weder, Stefan, Mantokoudis, Georgios, Caversaccio, Marco, Wimmer, Wilhelm
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10583924/
https://www.ncbi.nlm.nih.gov/pubmed/37157125
http://dx.doi.org/10.1097/AUD.0000000000001379
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author Schraivogel, Stephan
Aebischer, Philipp
Wagner, Franca
Weder, Stefan
Mantokoudis, Georgios
Caversaccio, Marco
Wimmer, Wilhelm
author_facet Schraivogel, Stephan
Aebischer, Philipp
Wagner, Franca
Weder, Stefan
Mantokoudis, Georgios
Caversaccio, Marco
Wimmer, Wilhelm
author_sort Schraivogel, Stephan
collection PubMed
description OBJECTIVES: Reliable determination of cochlear implant electrode positions shows promise for clinical applications, including anatomy-based fitting of audio processors or monitoring of electrode migration during follow-up. Currently, electrode positioning is measured using radiography. The primary objective of this study is to extend and validate an impedance-based method for estimating electrode insertion depths, which could serve as a radiation-free and cost-effective alternative to radiography. The secondary objective is to evaluate the reliability of the estimation method in the postoperative follow-up over several months. DESIGN: The ground truth insertion depths were measured from postoperative computed tomography scans obtained from the records of 56 cases with an identical lateral wall electrode array. For each of these cases, impedance telemetry records were retrieved starting from the day of implantation up to a maximum observation period of 60 mo. Based on these recordings, the linear and angular electrode insertion depths were estimated using a phenomenological model. The estimates obtained were compared with the ground truth values to calculate the accuracy of the model. RESULTS: Analysis of the long-term recordings using a linear mixed-effects model showed that postoperative tissue resistances remained stable throughout the follow-up period, except for the two most basal electrodes, which increased significantly over time (electrode 11: ~10 Ω/year, electrode 12: ~30 Ω/year). Inferred phenomenological models from early and late impedance telemetry recordings were not different. The insertion depth of all electrodes was estimated with an absolute error of 0.9 mm ± 0.6 mm or 22° ± 18° angle (mean ± SD). CONCLUSIONS: Insertion depth estimations of the model were reliable over time when comparing two postoperative computed tomography scans of the same ear. Our results confirm that the impedance-based position estimation method can be applied to postoperative impedance telemetry recordings. Future work needs to address extracochlear electrode detection to increase the performance of the method.
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spelling pubmed-105839242023-10-19 Postoperative Impedance-Based Estimation of Cochlear Implant Electrode Insertion Depth Schraivogel, Stephan Aebischer, Philipp Wagner, Franca Weder, Stefan Mantokoudis, Georgios Caversaccio, Marco Wimmer, Wilhelm Ear Hear Research Article OBJECTIVES: Reliable determination of cochlear implant electrode positions shows promise for clinical applications, including anatomy-based fitting of audio processors or monitoring of electrode migration during follow-up. Currently, electrode positioning is measured using radiography. The primary objective of this study is to extend and validate an impedance-based method for estimating electrode insertion depths, which could serve as a radiation-free and cost-effective alternative to radiography. The secondary objective is to evaluate the reliability of the estimation method in the postoperative follow-up over several months. DESIGN: The ground truth insertion depths were measured from postoperative computed tomography scans obtained from the records of 56 cases with an identical lateral wall electrode array. For each of these cases, impedance telemetry records were retrieved starting from the day of implantation up to a maximum observation period of 60 mo. Based on these recordings, the linear and angular electrode insertion depths were estimated using a phenomenological model. The estimates obtained were compared with the ground truth values to calculate the accuracy of the model. RESULTS: Analysis of the long-term recordings using a linear mixed-effects model showed that postoperative tissue resistances remained stable throughout the follow-up period, except for the two most basal electrodes, which increased significantly over time (electrode 11: ~10 Ω/year, electrode 12: ~30 Ω/year). Inferred phenomenological models from early and late impedance telemetry recordings were not different. The insertion depth of all electrodes was estimated with an absolute error of 0.9 mm ± 0.6 mm or 22° ± 18° angle (mean ± SD). CONCLUSIONS: Insertion depth estimations of the model were reliable over time when comparing two postoperative computed tomography scans of the same ear. Our results confirm that the impedance-based position estimation method can be applied to postoperative impedance telemetry recordings. Future work needs to address extracochlear electrode detection to increase the performance of the method. Lippincott Williams & Wilkins 2023-05-09 /pmc/articles/PMC10583924/ /pubmed/37157125 http://dx.doi.org/10.1097/AUD.0000000000001379 Text en Copyright © 2023 The Authors. Ear & Hearing is published on behalf of the American Auditory Society, by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND (https://creativecommons.org/licenses/by-nc-nd/4.0/) ), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal.
spellingShingle Research Article
Schraivogel, Stephan
Aebischer, Philipp
Wagner, Franca
Weder, Stefan
Mantokoudis, Georgios
Caversaccio, Marco
Wimmer, Wilhelm
Postoperative Impedance-Based Estimation of Cochlear Implant Electrode Insertion Depth
title Postoperative Impedance-Based Estimation of Cochlear Implant Electrode Insertion Depth
title_full Postoperative Impedance-Based Estimation of Cochlear Implant Electrode Insertion Depth
title_fullStr Postoperative Impedance-Based Estimation of Cochlear Implant Electrode Insertion Depth
title_full_unstemmed Postoperative Impedance-Based Estimation of Cochlear Implant Electrode Insertion Depth
title_short Postoperative Impedance-Based Estimation of Cochlear Implant Electrode Insertion Depth
title_sort postoperative impedance-based estimation of cochlear implant electrode insertion depth
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10583924/
https://www.ncbi.nlm.nih.gov/pubmed/37157125
http://dx.doi.org/10.1097/AUD.0000000000001379
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