دورية أكاديمية
أعرض في EDS

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

التفاصيل البيبلوغرافية
العنوان: A Five-Decade Text Mining Analysis of Cochlear Implant Research: Where We Started and Where We Are Heading
المؤلفون: Idit Tessler, Nir A. Gecel, Benjamin S. Glicksberg, Shaked Shivatzki, Yisgav Shapira, Eyal Zimlichman, Eran E. Alon, Eyal Klang, Amit Wolfovitz
المصدر: Medicina, Vol 59, Iss 11, p 1891 (2023)
بيانات النشر: MDPI AG, 2023.
سنة النشر: 2023
المجموعة: LCC:Medicine (General)
مصطلحات موضوعية: machine learning, artificial intelligence, cochlear implant, indication, hearing preservation, pediatrics, Medicine (General), R5-920
الوصف: 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.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 1648-9144
1010-660X
Relation: https://www.mdpi.com/1648-9144/59/11/1891; https://doaj.org/toc/1010-660X; https://doaj.org/toc/1648-9144
DOI: 10.3390/medicina59111891
URL الوصول: https://doaj.org/article/d4e3f0fbb1c04461a9dcc318e345ce4d
رقم الأكسشن: edsdoj.4e3f0fbb1c04461a9dcc318e345ce4d
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:16489144
1010660X
DOI:10.3390/medicina59111891