Artificial intelligence and machine learning: The new paradigm in orthodontic practice

Shetty, Veerendra; Rai, Rohan; Shetty, K Nillan

doi:10.4103/ijor.ijor_35_20

Cited by 8 publications

(4 citation statements)

References 8 publications

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“…The knowledge-based expert system was the first effort to use AI in the field of orthodontics and dentistry. These systems were designed primarily to assist dentists who were not specialists in developing proper diagnoses and successful treatment plans [ 22 ]. Research done by Alan Turing in 1950 began to investigate whether machines will have the same level of thinking ability as humans.…”

Section: Discussionmentioning

confidence: 99%

Cephalometric Analysis in Orthodontics Using Artificial Intelligence—A Comprehensive Review

Subramanian

Chen

Almalki

et al. 2022

BioMed Research International

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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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Section: Discussionmentioning

confidence: 99%

Cephalometric Analysis in Orthodontics Using Artificial Intelligence—A Comprehensive Review

Subramanian

Chen

Almalki

et al. 2022

BioMed Research International

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“…To prevent this, an electromagnetic sensor was developed to record the real-time movements of the condylar heads and provide 3D coronal and sagittal views to ascertain their position in the fossa [ 77 ]. On the other hand, AI has been studied for the creation of surgical prostheses [ 78 ]. Using scanning and CBCT images, researchers have created a 3D diagnostic model and a virtual orthodontic-orthognathic treatment plan.…”

Section: Reviewmentioning

confidence: 99%

Revolutionizing Dental Care: A Comprehensive Review of Artificial Intelligence Applications Among Various Dental Specialties

Alzaid,

Ghulam,

Albani

et al. 2023

Cureus

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Since the beginning of recorded history, the human brain has been one of the most intriguing structures for scientists and engineers. Over the centuries, newer technologies have been developed based on principles that seek to mimic their functioning, but the creation of a machine that can think and behave like a human remains an unattainable fantasy. This idea is now known as "artificial intelligence". Dentistry has begun to experience the effects of artificial intelligence (AI). These include image enhancement for radiology, which improves the visibility of dental structures and facilitates disease diagnosis. AI has also been utilized for the identification of periapical lesions and root anatomy in endodontics, as well as for the diagnosis of periodontitis. This review is intended to provide a comprehensive overview of the use of AI in modern dentistry's numerous specialties. The relevant publications published between March 1987 and July 2023 were identified through an exhaustive search. Studies published in English were selected and included data regarding AI applications among various dental specialties. Dental practice involves more than just disease diagnosis, including correlation with clinical findings and administering treatment to patients. AI cannot replace dentists. However, a comprehensive understanding of AI concepts and techniques will be advantageous in the future. AI models for dental applications are currently being developed.

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“…Early attempts to use AI were based on the knowledge-based expert system. [26][27][28][29] e future of orthodontic practice may be completely dependent on a digital system, with orthodontists developing neural programs with orthodontic decisionmakers to aid in the development of AI for patients to take fewer visits, to reduce treatment duration, and improve the quality of treatment. It would be advantageous for orthodontic specialists to become acquainted with advanced user control interfaces relevant to moving forward into a purely digitalized future.…”

Section: Ai and Orthodonticsmentioning

confidence: 99%

Introduction to artificial intelligence and machine learning into orthodontics: A review

Kondody

Patil

Devika

et al. 2022

APOS

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Over the past few years, artificial intelligence (AI) and machine learning (ML) have revolutionized different healthcare branches, including dentistry. AI in a wider aspect means computers that mimic or behave like human intelligence whereas ML forms a part of AI and enables machines to increase their capabilities by the process of self-adapting algorithms. AI models’ basic principles or fundamentals are purely based on artificial neural networks or convolutional neural networks. This review focuses on giving a comprehensive and detailed explanation about AI and ML technology and their wide range of applications in various sections of orthodontic practice.

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Artificial intelligence and machine learning: The new paradigm in orthodontic practice

Cited by 8 publications

References 8 publications

Cephalometric Analysis in Orthodontics Using Artificial Intelligence—A Comprehensive Review

Cephalometric Analysis in Orthodontics Using Artificial Intelligence—A Comprehensive Review

Revolutionizing Dental Care: A Comprehensive Review of Artificial Intelligence Applications Among Various Dental Specialties

Introduction to artificial intelligence and machine learning into orthodontics: A review

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