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...
Autores principales: | , , , , , , , , |
---|---|
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 |