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Tessler I, Gecel NA, Glicksberg BS, Shivatzki S, Shapira Y, Zimlichman E, Alon EE, Klang E, Wolfovitz A. A Five-Decade Text Mining Analysis of Cochlear Implant Research: Where We Started and Where We Are Heading. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1891. [PMID: 38003940 PMCID: PMC10673015 DOI: 10.3390/medicina59111891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 10/09/2023] [Accepted: 10/19/2023] [Indexed: 11/26/2023]
Abstract
Background and Objectives: Since its invention in the 1970s, the cochlear implant (CI) has been substantially developed. We aimed to assess the trends in the published literature to characterize CI. Materials and Methods: We queried PubMed for all CI-related entries published during 1970-2022. The following data were extracted: year of publication, publishing journal, title, keywords, and abstract text. Search terms belonged to the patient's age group, etiology for hearing loss, indications for CI, and surgical methodological advancement. Annual trends of publications were plotted. The slopes of publication trends were calculated by fitting regression lines to the yearly number of publications. Results: Overall, 19,428 CIs articles were identified. Pediatric-related CI was the most dominant sub-population among the age groups, with the highest rate and slope during the years (slope 5.2 ± 0.3, p < 0.001), while elderly-related CIs had significantly fewer publications. Entries concerning hearing preservation showed the sharpest rise among the methods, from no entries in 1980 to 46 entries in 2021 (slope 1.7 ± 0.2, p < 0.001). Entries concerning robotic surgery emerged in 2000, with a sharp increase in recent years (slope 0.5 ± 0.1, p < 0.001). Drug-eluting electrodes and CI under local-anesthesia have been reported only in the past five years, with a gradual rise. Conclusions: Publications regarding CI among pediatrics outnumbered all other indications, supporting the rising, pivotal role of CI in the rehabilitation of children with sensorineural hearing loss. Hearing-preservation publications have recently rapidly risen, identified as the primary trend of the current era, followed by a sharp rise of robotic surgery that is evolving and could define the next revolution.
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Affiliation(s)
- Idit Tessler
- Department of Otolaryngology and Head and Neck Surgery, Sheba Medical Center, Ramat Gan 52621, Israel (S.S.); (Y.S.); (E.E.A.); (A.W.)
- ARC Innovation Center, Sheba Medical Center, Ramat Gan 52621, Israel; (E.Z.); (E.K.)
| | - Nir A. Gecel
- Department of Otolaryngology and Head and Neck Surgery, Sheba Medical Center, Ramat Gan 52621, Israel (S.S.); (Y.S.); (E.E.A.); (A.W.)
| | - Benjamin S. Glicksberg
- Hasso Plattner Institute for Digital Health, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Shaked Shivatzki
- Department of Otolaryngology and Head and Neck Surgery, Sheba Medical Center, Ramat Gan 52621, Israel (S.S.); (Y.S.); (E.E.A.); (A.W.)
| | - Yisgav Shapira
- Department of Otolaryngology and Head and Neck Surgery, Sheba Medical Center, Ramat Gan 52621, Israel (S.S.); (Y.S.); (E.E.A.); (A.W.)
| | - Eyal Zimlichman
- ARC Innovation Center, Sheba Medical Center, Ramat Gan 52621, Israel; (E.Z.); (E.K.)
| | - Eran E. Alon
- Department of Otolaryngology and Head and Neck Surgery, Sheba Medical Center, Ramat Gan 52621, Israel (S.S.); (Y.S.); (E.E.A.); (A.W.)
| | - Eyal Klang
- ARC Innovation Center, Sheba Medical Center, Ramat Gan 52621, Israel; (E.Z.); (E.K.)
- Hasso Plattner Institute for Digital Health, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Amit Wolfovitz
- Department of Otolaryngology and Head and Neck Surgery, Sheba Medical Center, Ramat Gan 52621, Israel (S.S.); (Y.S.); (E.E.A.); (A.W.)
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Yawn R, Hunter JB, Sweeney AD, Bennett ML. Cochlear implantation: a biomechanical prosthesis for hearing loss. F1000PRIME REPORTS 2015; 7:45. [PMID: 26097718 PMCID: PMC4447036 DOI: 10.12703/p7-45] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Cochlear implants are a medical prosthesis used to treat sensorineural deafness, and one of the greatest advances in modern medicine. The following article is an overview of cochlear implant technology. The history of cochlear implantation and the development of modern implant technology will be discussed, as well as current surgical techniques. Research regarding expansion of candidacy, hearing preservation cochlear implantation, and implantation for unilateral deafness are described. Lastly, innovative technology is discussed, including the hybrid cochlear implant and the totally implantable cochlear implant.
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Affiliation(s)
- Robert Yawn
- The Otology Group, Department of Otolaryngology-Head and Neck Surgery The Bill Wilkerson Center for Otolaryngology & Communication Sciences 7209 Medical Center East, South Tower 1215 21st Avenue South, Nashville, TN 37232 USA
| | - Jacob B Hunter
- The Otology Group, Department of Otolaryngology-Head and Neck Surgery The Bill Wilkerson Center for Otolaryngology & Communication Sciences 7209 Medical Center East, South Tower 1215 21st Avenue South, Nashville, TN 37232 USA
| | - Alex D Sweeney
- The Otology Group, Department of Otolaryngology-Head and Neck Surgery The Bill Wilkerson Center for Otolaryngology & Communication Sciences 7209 Medical Center East, South Tower 1215 21st Avenue South, Nashville, TN 37232 USA
| | - Marc L Bennett
- The Otology Group, Department of Otolaryngology-Head and Neck Surgery The Bill Wilkerson Center for Otolaryngology & Communication Sciences 7209 Medical Center East, South Tower 1215 21st Avenue South, Nashville, TN 37232 USA
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Clark GM. The multi-channel cochlear implant: multi-disciplinary development of electrical stimulation of the cochlea and the resulting clinical benefit. Hear Res 2014; 322:4-13. [PMID: 25159273 DOI: 10.1016/j.heares.2014.08.002] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2014] [Revised: 08/06/2014] [Accepted: 08/11/2014] [Indexed: 11/30/2022]
Abstract
This multi-disciplinary research showed sound could be coded by electrical stimulation of the cochlea and peripheral auditory nervous system. But the temporal coding of frequency as seen in the experimental animal, was inadequate for the important speech frequencies. The data indicated the limitation was due in particular to deterministic firing of neurons and failure to reproduce the normal fine temporo-spatial pattern of neural responses seen with sound. However, the data also showed the need for the place coding of frequency, and this meant multi-electrodes inserted into the cochlea. Nevertheless, before this was evaluated on people we undertook biological safety studies to determine the effects of surgical trauma and electrical stimuli, and how to prevent infection. Then our research demonstrated place of stimulation had timbre and was perceived as vowels. This led to our discovery in 1978 of the formant-extraction speech code that first enabled severely-profoundly deaf people to understand running speech. This result in people who had hearing before becoming severely deaf was an outcome not previously considered possible. In 1985 it was the first multi-channel implant to be approved by the US Food and Drug Administration (FDA). It was also the fore runner of our advanced formant and fixed filter strategies When these codes were used from 1985 for those born deaf or deafened early in life we discovered there was a critical period when brain plasticity would allow speech perception and language to be developed near- normally, and this required in particular the acquisition of place coding. In 1990 this led to the first cochlear implant to be approved by the FDA for use in children. Finally, we achieved binaural hearing in 1989 with bilateral cochlear implants, followed by bimodal speech processing in 1990 with a hearing aid in one ear and implant in the other. The above research has been developed industrially, with for example 250,000 people worldwide receiving the Cochlear device in 2013, and as of December 2012 the NIH estimated that approximately 324,200 people worldwide had received this and other implants (NIH Publication No. 11-4798). This article is part of a Special Issue entitled <Lasker Award>.
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Affiliation(s)
- Graeme M Clark
- Centre for Neural Engineering, The University of Melbourne, 3010, Australia.
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Clark GM. The multiple-channel cochlear implant: the interface between sound and the central nervous system for hearing, speech, and language in deaf people-a personal perspective. Philos Trans R Soc Lond B Biol Sci 2006; 361:791-810. [PMID: 16627295 PMCID: PMC1609401 DOI: 10.1098/rstb.2005.1782] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The multiple-channel cochlear implant is the first sensori-neural prosthesis to effectively and safely bring electronic technology into a direct physiological relation with the central nervous system and human consciousness, and to give speech perception to severely-profoundly deaf people and spoken language to children. Research showed that the place and temporal coding of sound frequencies could be partly replicated by multiple-channel stimulation of the auditory nerve. This required safety studies on how to prevent the effects to the cochlea of trauma, electrical stimuli, biomaterials and middle ear infection. The mechanical properties of an array and mode of stimulation for the place coding of speech frequencies were determined. A fully implantable receiver-stimulator was developed, as well as the procedures for the clinical assessment of deaf people, and the surgical placement of the device. The perception of electrically coded sounds was determined, and a speech processing strategy discovered that enabled late-deafened adults to comprehend running speech. The brain processing systems for patterns of electrical stimuli reproducing speech were elucidated. The research was developed industrially, and improvements in speech processing made through presenting additional speech frequencies by place coding. Finally, the importance of the multiple-channel cochlear implant for early deafened children was established.
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Affiliation(s)
- Graeme M Clark
- The Bionic Ear Institute 384-388 Albert Street, East Melbourne, Vic. 3002, Australia.
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Clark GM, Wallace G. Bionic ears: their development and future advances using neurotrophins and inherently conducting polymers. Appl Bionics Biomech 2004. [DOI: 10.1533/abib.2004.1.2.67] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Clark GM. Electrical stimulation of the auditory nerve: the coding of frequency, the perception of pitch and the development of cochlear implant speech processing strategies for profoundly deaf people. Clin Exp Pharmacol Physiol 1996; 23:766-76. [PMID: 8911712 DOI: 10.1111/j.1440-1681.1996.tb01178.x] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
1. The development of speech processing strategies for multiple-channel cochlear implants has depended on encoding sound frequencies and intensities as temporal and spatial patterns of electrical stimulation of the auditory nerve fibres so that speech information of most importance of intelligibility could be transmitted. 2. Initial physiological studies showed that rate encoding of electrical stimulation above 200 pulses/s could not reproduce the normal response patterns in auditory neurons for acoustic stimulation in the speech frequency range above 200 Hz and suggested that place coding was appropriate for the higher frequencies. 3. Rate difference limens in the experimental animal were only similar to those for sound up to 200 Hz. 4. Rate difference limens in implant patients were similar to those obtained in the experimental animal. 5. Satisfactory rate discrimination could be made for durations of 50 and 100 ms, but not 25 ms. This made rate suitable for encoding longer duration suprasegmental speech information, but not segmental information, such as consonants. The rate of stimulation could also be perceived as pitch, discriminated at different electrode sites along the cochlea and discriminated for stimuli across electrodes. 6. Place pitch could be scaled according to the site of stimulation in the cochlea so that a frequency scale was preserved and it also had a different quality from rate pitch and was described as tonality. Place pitch could also be discriminated for the shorter durations (25 ms) required for identifying consonants. 7. The inaugural speech processing strategy encoded the second formant frequencies (concentrations of frequency energy in the mid frequency range of most importance for speech intelligibility) as place of stimulation, the voicing frequency as rate of stimulation and the intensity as current level. Our further speech processing strategies have extracted additional frequency information and coded this as place of stimulation. The most recent development, however, presents temporal frequency information as amplitude variations at a constant rate of stimulation. 8. As additional speech frequencies have been encoded as place of stimulation, the mean speech perception scores have continued to increase and are now better than the average scores that severely-profoundly deaf adults and children with some residual hearing obtain with a hearing aid.
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Affiliation(s)
- G M Clark
- Department of Otolaryngology, University of Melbourne, Victoria, Australia
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