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Where Is the Artificial Intelligence Applied in Dentistry? Systematic Review and Literature Analysis

This literature research had two main objectives. The first objective was to quantify how frequently artificial intelligence (AI) was utilized in dental literature from 2011 until 2021. The second objective was to distinguish the focus of such publications; in particular, dental field and topic. The...

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Autores principales: Thurzo, Andrej, Urbanová, Wanda, Novák, Bohuslav, Czako, Ladislav, Siebert, Tomáš, Stano, Peter, Mareková, Simona, Fountoulaki, Georgia, Kosnáčová, Helena, Varga, Ivan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9320442/
https://www.ncbi.nlm.nih.gov/pubmed/35885796
http://dx.doi.org/10.3390/healthcare10071269
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author Thurzo, Andrej
Urbanová, Wanda
Novák, Bohuslav
Czako, Ladislav
Siebert, Tomáš
Stano, Peter
Mareková, Simona
Fountoulaki, Georgia
Kosnáčová, Helena
Varga, Ivan
author_facet Thurzo, Andrej
Urbanová, Wanda
Novák, Bohuslav
Czako, Ladislav
Siebert, Tomáš
Stano, Peter
Mareková, Simona
Fountoulaki, Georgia
Kosnáčová, Helena
Varga, Ivan
author_sort Thurzo, Andrej
collection PubMed
description This literature research had two main objectives. The first objective was to quantify how frequently artificial intelligence (AI) was utilized in dental literature from 2011 until 2021. The second objective was to distinguish the focus of such publications; in particular, dental field and topic. The main inclusion criterium was an original article or review in English focused on dental utilization of AI. All other types of publications or non-dental or non-AI-focused were excluded. The information sources were Web of Science, PubMed, Scopus, and Google Scholar, queried on 19 April 2022. The search string was “artificial intelligence” AND (dental OR dentistry OR tooth OR teeth OR dentofacial OR maxillofacial OR orofacial OR orthodontics OR endodontics OR periodontics OR prosthodontics). Following the removal of duplicates, all remaining publications were returned by searches and were screened by three independent operators to minimize the risk of bias. The analysis of 2011–2021 publications identified 4413 records, from which 1497 were finally selected and calculated according to the year of publication. The results confirmed a historically unprecedented boom in AI dental publications, with an average increase of 21.6% per year over the last decade and a 34.9% increase per year over the last 5 years. In the achievement of the second objective, qualitative assessment of dental AI publications since 2021 identified 1717 records, with 497 papers finally selected. The results of this assessment indicated the relative proportions of focal topics, as follows: radiology 26.36%, orthodontics 18.31%, general scope 17.10%, restorative 12.09%, surgery 11.87% and education 5.63%. The review confirms that the current use of artificial intelligence in dentistry is concentrated mainly around the evaluation of digital diagnostic methods, especially radiology; however, its implementation is expected to gradually penetrate all parts of the profession.
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spelling pubmed-93204422022-07-27 Where Is the Artificial Intelligence Applied in Dentistry? Systematic Review and Literature Analysis Thurzo, Andrej Urbanová, Wanda Novák, Bohuslav Czako, Ladislav Siebert, Tomáš Stano, Peter Mareková, Simona Fountoulaki, Georgia Kosnáčová, Helena Varga, Ivan Healthcare (Basel) Systematic Review This literature research had two main objectives. The first objective was to quantify how frequently artificial intelligence (AI) was utilized in dental literature from 2011 until 2021. The second objective was to distinguish the focus of such publications; in particular, dental field and topic. The main inclusion criterium was an original article or review in English focused on dental utilization of AI. All other types of publications or non-dental or non-AI-focused were excluded. The information sources were Web of Science, PubMed, Scopus, and Google Scholar, queried on 19 April 2022. The search string was “artificial intelligence” AND (dental OR dentistry OR tooth OR teeth OR dentofacial OR maxillofacial OR orofacial OR orthodontics OR endodontics OR periodontics OR prosthodontics). Following the removal of duplicates, all remaining publications were returned by searches and were screened by three independent operators to minimize the risk of bias. The analysis of 2011–2021 publications identified 4413 records, from which 1497 were finally selected and calculated according to the year of publication. The results confirmed a historically unprecedented boom in AI dental publications, with an average increase of 21.6% per year over the last decade and a 34.9% increase per year over the last 5 years. In the achievement of the second objective, qualitative assessment of dental AI publications since 2021 identified 1717 records, with 497 papers finally selected. The results of this assessment indicated the relative proportions of focal topics, as follows: radiology 26.36%, orthodontics 18.31%, general scope 17.10%, restorative 12.09%, surgery 11.87% and education 5.63%. The review confirms that the current use of artificial intelligence in dentistry is concentrated mainly around the evaluation of digital diagnostic methods, especially radiology; however, its implementation is expected to gradually penetrate all parts of the profession. MDPI 2022-07-08 /pmc/articles/PMC9320442/ /pubmed/35885796 http://dx.doi.org/10.3390/healthcare10071269 Text en © 2022 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 Systematic Review
Thurzo, Andrej
Urbanová, Wanda
Novák, Bohuslav
Czako, Ladislav
Siebert, Tomáš
Stano, Peter
Mareková, Simona
Fountoulaki, Georgia
Kosnáčová, Helena
Varga, Ivan
Where Is the Artificial Intelligence Applied in Dentistry? Systematic Review and Literature Analysis
title Where Is the Artificial Intelligence Applied in Dentistry? Systematic Review and Literature Analysis
title_full Where Is the Artificial Intelligence Applied in Dentistry? Systematic Review and Literature Analysis
title_fullStr Where Is the Artificial Intelligence Applied in Dentistry? Systematic Review and Literature Analysis
title_full_unstemmed Where Is the Artificial Intelligence Applied in Dentistry? Systematic Review and Literature Analysis
title_short Where Is the Artificial Intelligence Applied in Dentistry? Systematic Review and Literature Analysis
title_sort where is the artificial intelligence applied in dentistry? systematic review and literature analysis
topic Systematic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9320442/
https://www.ncbi.nlm.nih.gov/pubmed/35885796
http://dx.doi.org/10.3390/healthcare10071269
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