Literature DB >> 28840488

Towards a Complete In Silico Assessment of the Outcome of Cochlear Implantation Surgery.

Nerea Mangado1, Mario Ceresa1, Heval Benav2, Pavel Mistrik2, Gemma Piella1, Miguel A González Ballester3,4.   

Abstract

Cochlear implantation (CI) surgery is a very successful technique, performed on more than 300,000 people worldwide. However, since the challenge resides in obtaining an accurate surgical planning, computational models are considered to provide such accurate tools. They allow us to plan and simulate beforehand surgical procedures in order to maximally optimize surgery outcomes, and consequently provide valuable information to guide pre-operative decisions. The aim of this work is to develop and validate computational tools to completely assess the patient-specific functional outcome of the CI surgery. A complete automatic framework was developed to create and assess computationally CI models, focusing on the neural response of the auditory nerve fibers (ANF) induced by the electrical stimulation of the implant. The framework was applied to evaluate the effects of ANF degeneration and electrode intra-cochlear position on nerve activation. Results indicate that the intra-cochlear positioning of the electrode has a strong effect on the global performance of the CI. Lateral insertion provides better neural responses in case of peripheral process degeneration, and it is recommended, together with optimized intensity levels, in order to preserve the internal structures. Overall, the developed automatic framework provides an insight into the global performance of the implant in a patient-specific way. This enables to further optimize the functional performance and helps to select the best CI configuration and treatment strategy for a given patient.

Entities:  

Keywords:  Cochlear implant; Computational model; Electrical simulation; Finite element; Neural response

Mesh:

Year:  2018        PMID: 28840488     DOI: 10.1007/s12035-017-0731-z

Source DB:  PubMed          Journal:  Mol Neurobiol        ISSN: 0893-7648            Impact factor:   5.590


  38 in total

1.  Assessing the placement of a cochlear electrode array by multidimensional scaling.

Authors:  Filiep J Vanpoucke; Peter-Paul B Boermans; Johannes H Frijns
Journal:  IEEE Trans Biomed Eng       Date:  2011-10-24       Impact factor: 4.538

2.  Electrophysiologic channel interaction, electrode pitch ranking, and behavioral threshold in straight versus perimodiolar cochlear implant electrode arrays.

Authors:  Michelle L Hughes; Paul J Abbas
Journal:  J Acoust Soc Am       Date:  2006-03       Impact factor: 1.840

3.  The consequences of neural degeneration regarding optimal cochlear implant position in scala tympani: a model approach.

Authors:  Jeroen J Briaire; Johan H M Frijns
Journal:  Hear Res       Date:  2006-03-07       Impact factor: 3.208

4.  Predictors of audiological outcome following cochlear implantation in adults.

Authors:  K M J Green; Y M Bhatt; D J Mawman; M P O'Driscoll; S R Saeed; R T Ramsden; M W Green
Journal:  Cochlear Implants Int       Date:  2007-03

5.  Can subject-specific single-fibre electrically evoked auditory brainstem response data be predicted from a model?

Authors:  Tiaan K Malherbe; Tania Hanekom; Johan J Hanekom
Journal:  Med Eng Phys       Date:  2012-09-26       Impact factor: 2.242

6.  Modelling the effects of cochlear implant current focusing.

Authors:  Rami Saba; Stephen J Elliott; Shouyan Wang
Journal:  Cochlear Implants Int       Date:  2014-08-12

7.  Examining the electro-neural interface of cochlear implant users using psychophysics, CT scans, and speech understanding.

Authors:  Christopher J Long; Timothy A Holden; Gary H McClelland; Wendy S Parkinson; Clough Shelton; David C Kelsall; Zachary M Smith
Journal:  J Assoc Res Otolaryngol       Date:  2014-01-30

8.  Potential distributions and neural excitation patterns in a rotationally symmetric model of the electrically stimulated cochlea.

Authors:  J H Frijns; S L de Snoo; R Schoonhoven
Journal:  Hear Res       Date:  1995-07       Impact factor: 3.208

9.  Computational Models for Predicting Outcomes of Neuroprosthesis Implantation: the Case of Cochlear Implants.

Authors:  Mario Ceresa; Nerea Mangado; Russell J Andrews; Miguel A Gonzalez Ballester
Journal:  Mol Neurobiol       Date:  2015-06-18       Impact factor: 5.590

10.  Patient-specific simulation of implant placement and function for cochlear implantation surgery planning.

Authors:  Mario Ceresa; Nerea Mangado Lopez; Hector Dejea Velardo; Noemi Carranza Herrezuelo; Pavel Mistrik; Hans Martin Kjer; Sergio Vera; Rasmus R Paulsen; Miguel Angel González Ballester
Journal:  Med Image Comput Comput Assist Interv       Date:  2014
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  6 in total

1.  Hybrid active shape and deep learning method for the accurate and robust segmentation of the intracochlear anatomy in clinical head CT and CBCT images.

Authors:  Yubo Fan; Dongqing Zhang; Rueben Banalagay; Jianing Wang; Jack H Noble; Benoit M Dawant
Journal:  J Med Imaging (Bellingham)       Date:  2021-11-24

2.  A phenomenological computational model of the evoked action potential fitted to human cochlear implant responses.

Authors:  Ángel Ramos-de-Miguel; José M Escobar; David Greiner; Domingo Benítez; Eduardo Rodríguez; Albert Oliver; Marcos Hernández; Ángel Ramos-Macías
Journal:  PLoS Comput Biol       Date:  2022-05-27       Impact factor: 4.779

3.  Computational Evaluation of Cochlear Implant Surgery Outcomes Accounting for Uncertainty and Parameter Variability.

Authors:  Nerea Mangado; Jordi Pons-Prats; Martí Coma; Pavel Mistrík; Gemma Piella; Mario Ceresa; Miguel Á González Ballester
Journal:  Front Physiol       Date:  2018-05-23       Impact factor: 4.566

Review 4.  A review of simulation applications in temporal bone surgery.

Authors:  Tanisha S Kashikar; Thomas F Kerwin; Aaron C Moberly; Gregory J Wiet
Journal:  Laryngoscope Investig Otolaryngol       Date:  2019-06-07

5.  High-resolution Imaging of the Human Cochlea through the Round Window by means of Optical Coherence Tomography.

Authors:  Anastasiya Starovoyt; Tristan Putzeys; Jan Wouters; Nicolas Verhaert
Journal:  Sci Rep       Date:  2019-10-03       Impact factor: 4.379

6.  Neural Tissue Degeneration in Rosenthal's Canal and Its Impact on Electrical Stimulation of the Auditory Nerve by Cochlear Implants: An Image-Based Modeling Study.

Authors:  Kiran Kumar Sriperumbudur; Revathi Appali; Anthony W Gummer; Ursula van Rienen
Journal:  Int J Mol Sci       Date:  2020-11-12       Impact factor: 5.923

  6 in total

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