Cargando…

A Five-Decade Text Mining Analysis of Cochlear Implant Research: Where We Started and Where We Are Heading

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 f...

Descripción completa

Detalles Bibliográficos
Autores principales: Tessler, Idit, Gecel, Nir A., Glicksberg, Benjamin S., Shivatzki, Shaked, Shapira, Yisgav, Zimlichman, Eyal, Alon, Eran E., Klang, Eyal, Wolfovitz, Amit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10673015/
https://www.ncbi.nlm.nih.gov/pubmed/38003940
http://dx.doi.org/10.3390/medicina59111891
_version_ 1785140522660134912
author Tessler, Idit
Gecel, Nir A.
Glicksberg, Benjamin S.
Shivatzki, Shaked
Shapira, Yisgav
Zimlichman, Eyal
Alon, Eran E.
Klang, Eyal
Wolfovitz, Amit
author_facet Tessler, Idit
Gecel, Nir A.
Glicksberg, Benjamin S.
Shivatzki, Shaked
Shapira, Yisgav
Zimlichman, Eyal
Alon, Eran E.
Klang, Eyal
Wolfovitz, Amit
author_sort Tessler, Idit
collection PubMed
description 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.
format Online
Article
Text
id pubmed-10673015
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-106730152023-10-24 A Five-Decade Text Mining Analysis of Cochlear Implant Research: Where We Started and Where We Are Heading Tessler, Idit Gecel, Nir A. Glicksberg, Benjamin S. Shivatzki, Shaked Shapira, Yisgav Zimlichman, Eyal Alon, Eran E. Klang, Eyal Wolfovitz, Amit Medicina (Kaunas) Article 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. MDPI 2023-10-24 /pmc/articles/PMC10673015/ /pubmed/38003940 http://dx.doi.org/10.3390/medicina59111891 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Tessler, Idit
Gecel, Nir A.
Glicksberg, Benjamin S.
Shivatzki, Shaked
Shapira, Yisgav
Zimlichman, Eyal
Alon, Eran E.
Klang, Eyal
Wolfovitz, Amit
A Five-Decade Text Mining Analysis of Cochlear Implant Research: Where We Started and Where We Are Heading
title A Five-Decade Text Mining Analysis of Cochlear Implant Research: Where We Started and Where We Are Heading
title_full A Five-Decade Text Mining Analysis of Cochlear Implant Research: Where We Started and Where We Are Heading
title_fullStr A Five-Decade Text Mining Analysis of Cochlear Implant Research: Where We Started and Where We Are Heading
title_full_unstemmed A Five-Decade Text Mining Analysis of Cochlear Implant Research: Where We Started and Where We Are Heading
title_short A Five-Decade Text Mining Analysis of Cochlear Implant Research: Where We Started and Where We Are Heading
title_sort five-decade text mining analysis of cochlear implant research: where we started and where we are heading
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10673015/
https://www.ncbi.nlm.nih.gov/pubmed/38003940
http://dx.doi.org/10.3390/medicina59111891
work_keys_str_mv AT tessleridit afivedecadetextmininganalysisofcochlearimplantresearchwherewestartedandwhereweareheading
AT gecelnira afivedecadetextmininganalysisofcochlearimplantresearchwherewestartedandwhereweareheading
AT glicksbergbenjamins afivedecadetextmininganalysisofcochlearimplantresearchwherewestartedandwhereweareheading
AT shivatzkishaked afivedecadetextmininganalysisofcochlearimplantresearchwherewestartedandwhereweareheading
AT shapirayisgav afivedecadetextmininganalysisofcochlearimplantresearchwherewestartedandwhereweareheading
AT zimlichmaneyal afivedecadetextmininganalysisofcochlearimplantresearchwherewestartedandwhereweareheading
AT alonerane afivedecadetextmininganalysisofcochlearimplantresearchwherewestartedandwhereweareheading
AT klangeyal afivedecadetextmininganalysisofcochlearimplantresearchwherewestartedandwhereweareheading
AT wolfovitzamit afivedecadetextmininganalysisofcochlearimplantresearchwherewestartedandwhereweareheading
AT tessleridit fivedecadetextmininganalysisofcochlearimplantresearchwherewestartedandwhereweareheading
AT gecelnira fivedecadetextmininganalysisofcochlearimplantresearchwherewestartedandwhereweareheading
AT glicksbergbenjamins fivedecadetextmininganalysisofcochlearimplantresearchwherewestartedandwhereweareheading
AT shivatzkishaked fivedecadetextmininganalysisofcochlearimplantresearchwherewestartedandwhereweareheading
AT shapirayisgav fivedecadetextmininganalysisofcochlearimplantresearchwherewestartedandwhereweareheading
AT zimlichmaneyal fivedecadetextmininganalysisofcochlearimplantresearchwherewestartedandwhereweareheading
AT alonerane fivedecadetextmininganalysisofcochlearimplantresearchwherewestartedandwhereweareheading
AT klangeyal fivedecadetextmininganalysisofcochlearimplantresearchwherewestartedandwhereweareheading
AT wolfovitzamit fivedecadetextmininganalysisofcochlearimplantresearchwherewestartedandwhereweareheading