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Cephalometric Analysis in Orthodontics Using Artificial Intelligence—A Comprehensive Review

Artificial intelligence (AI) is a branch of science concerned with developing programs and computers that can gather data, reason about it, and then translate it into intelligent actions. AI is a broad area that includes reasoning, typical linguistic dispensation, machine learning, and planning. In...

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Detalles Bibliográficos
Autores principales: Subramanian, Aravind Kumar, Chen, Yong, Almalki, Abdullah, Sivamurthy, Gautham, Kafle, Dashrath
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9225851/
https://www.ncbi.nlm.nih.gov/pubmed/35757486
http://dx.doi.org/10.1155/2022/1880113
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author Subramanian, Aravind Kumar
Chen, Yong
Almalki, Abdullah
Sivamurthy, Gautham
Kafle, Dashrath
author_facet Subramanian, Aravind Kumar
Chen, Yong
Almalki, Abdullah
Sivamurthy, Gautham
Kafle, Dashrath
author_sort Subramanian, Aravind Kumar
collection PubMed
description Artificial intelligence (AI) is a branch of science concerned with developing programs and computers that can gather data, reason about it, and then translate it into intelligent actions. AI is a broad area that includes reasoning, typical linguistic dispensation, machine learning, and planning. In the area of medicine and dentistry, machine learning is currently the most widely used AI application. This narrative review is aimed at giving an outline of cephalometric analysis in orthodontics using AI. Latest algorithms are developing rapidly, and computational resources are increasing, resulting in increased efficiency, accuracy, and reliability. Current techniques for completely automatic identification of cephalometric landmarks have considerably improved efficiency and growth prospects for their regular use. The primary considerations for effective orthodontic treatment are an accurate diagnosis, exceptional treatment planning, and good prognosis estimation. The main objective of the AI technique is to make dentists' work more precise and accurate. AI is increasingly being used in the area of orthodontic treatment. It has been evidenced to be a time-saving and reliable tool in many ways. AI is a promising tool for facilitating cephalometric tracing in routine clinical practice and analyzing large databases for research purposes.
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spelling pubmed-92258512022-06-24 Cephalometric Analysis in Orthodontics Using Artificial Intelligence—A Comprehensive Review Subramanian, Aravind Kumar Chen, Yong Almalki, Abdullah Sivamurthy, Gautham Kafle, Dashrath Biomed Res Int Review Article Artificial intelligence (AI) is a branch of science concerned with developing programs and computers that can gather data, reason about it, and then translate it into intelligent actions. AI is a broad area that includes reasoning, typical linguistic dispensation, machine learning, and planning. In the area of medicine and dentistry, machine learning is currently the most widely used AI application. This narrative review is aimed at giving an outline of cephalometric analysis in orthodontics using AI. Latest algorithms are developing rapidly, and computational resources are increasing, resulting in increased efficiency, accuracy, and reliability. Current techniques for completely automatic identification of cephalometric landmarks have considerably improved efficiency and growth prospects for their regular use. The primary considerations for effective orthodontic treatment are an accurate diagnosis, exceptional treatment planning, and good prognosis estimation. The main objective of the AI technique is to make dentists' work more precise and accurate. AI is increasingly being used in the area of orthodontic treatment. It has been evidenced to be a time-saving and reliable tool in many ways. AI is a promising tool for facilitating cephalometric tracing in routine clinical practice and analyzing large databases for research purposes. Hindawi 2022-06-16 /pmc/articles/PMC9225851/ /pubmed/35757486 http://dx.doi.org/10.1155/2022/1880113 Text en Copyright © 2022 Aravind Kumar Subramanian et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review Article
Subramanian, Aravind Kumar
Chen, Yong
Almalki, Abdullah
Sivamurthy, Gautham
Kafle, Dashrath
Cephalometric Analysis in Orthodontics Using Artificial Intelligence—A Comprehensive Review
title Cephalometric Analysis in Orthodontics Using Artificial Intelligence—A Comprehensive Review
title_full Cephalometric Analysis in Orthodontics Using Artificial Intelligence—A Comprehensive Review
title_fullStr Cephalometric Analysis in Orthodontics Using Artificial Intelligence—A Comprehensive Review
title_full_unstemmed Cephalometric Analysis in Orthodontics Using Artificial Intelligence—A Comprehensive Review
title_short Cephalometric Analysis in Orthodontics Using Artificial Intelligence—A Comprehensive Review
title_sort cephalometric analysis in orthodontics using artificial intelligence—a comprehensive review
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9225851/
https://www.ncbi.nlm.nih.gov/pubmed/35757486
http://dx.doi.org/10.1155/2022/1880113
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