Artificial Intelligence Applications in Orthodontics

Miranda, Felicia; Barone, Selene; Gillot, Maxime; Baquero, Baptiste; Anchling, Luc; Hutin, Nathan; Gurgel, Marcela; Turkestani, Najla Al; Huang, Yanjie; Massaro, Camila; Garib, Daniela Gamba; Ruellas, Antônio Carlos de Oliveira; Evangelista, Karine; Castillo, Aron Aliaga–Del; Yatabe, Marília; Shah, Hina; Bianchi, Jonas; Prieto, Juan Carlos; Cevidanes, Lucia

doi:10.1080/19424396.2023.2195585

Cited by 3 publications

(1 citation statement)

References 88 publications

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“…Although dental and craniofacial connection analysis can be improved with the use of artificial intelligence (AI) technologies, it is imperative that physicians combine AI with thorough analysis rather than depending exclusively on automated [10,11].…”

Section: Introductionmentioning

confidence: 99%

Predictability of Dental Distalization with Clear Aligners: A Systematic Review

Inchingolo,

Carpentiere

et al. 2023

Bioengineering

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The current review aims to evaluate the scientific evidence relating to the effectiveness of treatment with clear aligners (CAs) in controlling distalization orthodontic tooth movement. “Orthodontics, aligners” and “distalization” were the search terms used on the Scopus, Web of Science and Pubmed databases with the Boolean operator “AND”. The results of the last ten years of research were 146 studies; of these, 19 publications were included for this review. The distalization movement is possible with invisible masks alone, but the risk of losing anchorage in the anterior sectors is very probable. The stability of the results and the reduction of unwanted effects can be guaranteed by the use of skeletal anchoring devices and interproximal enamel reduction (IPR), with which compensations are obtained to reduce the initial overjet. Temporary anchorage devices (TADs) can be used to manage posterior anchorage after distalization of maxillary molars with aligners. This hybrid approach has demonstrated the greatest orthodontic success. TADs are useful aids to provide direct and indirect skeletal anchorage. The opposite effect must be considered when planning dental distalization, especially of the molars, in patients with large overjet, and corrective measures or the use of auxiliaries may be necessary to prevent midcourse corrections. This systematic review provides a critical evidence-based assessment of the predictability of dental distalization with CAs, an ever-evolving orthodontic technique.

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Section: Introductionmentioning

confidence: 99%

Predictability of Dental Distalization with Clear Aligners: A Systematic Review

Inchingolo,

Carpentiere

et al. 2023

Bioengineering

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Artificial Intelligence Applications in Dentistry

Bianchi

2023

Journal of the California Dental Association

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The use of artificial intelligence in orthodontics

Kuzyk,

Kotelban

2023

ECM

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The application of Artificial Intelligence (AI) in orthodontics is very diverse and ranges from the identification of anatomical and pathological structures of the human dentition to support complex decision-making in orthodontic treatment planning. Its application has grown significantly in recent years, as reflected by the exponential increase in the number of scientific publications on the integration of artificial intelligence into everyday clinical practice. In many cases, AI can be seen as a valuable tool whose algorithms help dentists and clinicians analyze data from multiple sources of information. The purpose of this paper was to analyze current views on the use of artificial intelligence techniques and models in orthodontics based on a literature review. The scientific publications of various scientometric databases (PubMed, Scopus, Google Scolar, Web of Science, etc.) over the past 5 years were processed. Artificial intelligence is one of the most promising tools due to its high accuracy and efficiency. Given the current scientific dynamics in the field of AI, it can be assumed that AI will become an integral part of diagnostics and treatment planning in the near future. Practicing dentists will be able to use it as an additional tool to reduce their workload. However, this requires close cooperation of commercial AI products with the scientific community, further research, including randomized clinical trials, to test and integrate this concept in dental practice. Modern artificial intelligence is excellent at utilizing structured knowledge and gaining insights from huge amounts of data. However, it is not able to create associations like the human brain and is only partially capable of making complex decisions in a clinical situation. In turn, the efficiency of AI is achieved only when unbiased training data and a properly designed and trained algorithm are used. Keywords: dentistry, diagnostic, machine learning, cephalometry.

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Artificial Intelligence Applications in Orthodontics

Cited by 3 publications

References 88 publications

Predictability of Dental Distalization with Clear Aligners: A Systematic Review

Predictability of Dental Distalization with Clear Aligners: A Systematic Review

Artificial Intelligence Applications in Dentistry

The use of artificial intelligence in orthodontics

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