Artificial Intelligence and Big Data in Dentistry

Jain, Priyanka; Wynne, Catherine

doi:10.1007/978-3-030-65169-5_1

Cited by 8 publications

(16 citation statements)

References 78 publications

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“…This integration aims to increase the educational benefit and reduce the overall cost of education and training. Numerous virtual reality simulators are already accessible [7]. DentSim, one of the initial dental education simulators developed for teaching restorative dentistry, consists of a phantom head, a set of dental instruments, infrared sensors, an overhead projector with a monitor, infrared cameras, and two computers [8].…”

Section: Digital Transformation In Dental Educationmentioning

confidence: 99%

Systematic Literature Review of the Digital Dentistry

Dalkiz,

Ozer,

Dalkiz

2024

PIJR

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In recent years, with the advancement of technology, dental diagnostic and treatment applications have become more efficient and cost-effective.Digital diagnostic and treatment methods that shorten the processes have started to be used. New methods and technical equipment continue to be developed. Digital imaging systems, robotic surgery applications,intra- and extraoral scanning systems,CAD-CAM systems,3D printing,3D modeling and analysis methods, digital orthodontics,digital cephalometry,invisalign endodontic biomicroscopes,apex locators and endodontic rotary systems have been used in recent years.The improvement of digital restorative production systems has allowed dentists to choose restorative materials different from traditional ones,to produce restorations within the clinic and also to reduce laboratory workflows.The first step of dental digital systems was digital cameras.With the development of intraoral and laboratory scanner cameras, digital imaging systems moved to another phase. This was followed by computer-aided diagnosis,treatment planning,digital design and production,and the construction of restorations.With the discovery of artificial intelligence, a new chapter in digital dentistry was opened. Success in digital dentistry depends on the precision and accuracy of digital devices and the knowledge and skills of dental personnel using digital devices and methods.This study aims to present current approaches to digital dentistry.

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Section: Digital Transformation In Dental Educationmentioning

confidence: 99%

Systematic Literature Review of the Digital Dentistry

Dalkiz,

Ozer,

Dalkiz

2024

PIJR

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“…Some articles provide a narrative overview of the key technologies of Dentistry 4.0 and its application in the dental field [ 27 , 28 ], such as Artificial Intelligence (AI), IoT, virtual reality, cloud computing, 5G technologies, dental digital scanners, robotics, and big data. Moreover, several research studies have examined the use of AI technology in the field of dentistry [ 29 , 30 , 31 ].…”

Section: Literature Reviewmentioning

confidence: 99%

The Potential of Blockchain Technology in Dental Healthcare: A Literature Review

Mokhamed

Talib

Moufti

et al. 2023

Sensors

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Blockchain technology in the healthcare industry has potential to enable enhanced privacy, increased security, and an interoperable data record. Blockchain technology is being implemented in dental care systems to store and share medical information, improve insurance claims, and provide innovative dental data ledgers. Because the healthcare sector is a large and ever-growing industry, the use of blockchain technology would have many benefits. To improve dental care delivery, researchers advocate using blockchain technology and smart contracts due to their numerous advantages. In this research, we concentrate on blockchain-based dental care systems. In particular, we examine the current research literature, pinpoint issues with existing dental care systems, and consider how blockchain technology may be used to address these issues. Finally, the limitations of the proposed blockchain-based dental care systems are discussed which may be regarded as open issues.

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“…In practical terms, AI is designed to mimic, extend, and apply the basics of what it has been taught to new and unseen data, 3 a promising development in medicine that extends to dental digitalization as summarized by Jain and Wynne. 4 The number of studies involving digital technologies is growing at an exponential rate, indicating the need to provide an overview of the various virtual domains and their related applications in addressing the aforementioned shortcomings.…”

Section: Introductionmentioning

confidence: 99%

“…With the overflow of information, it has become a challenge for medical students to meet their educational demands, contributing to the widespread introduction of immersive and AI‐driven tools to assist with enhancing medical pedagogy. In practical terms, AI is designed to mimic, extend, and apply the basics of what it has been taught to new and unseen data, 3 a promising development in medicine that extends to dental digitalization as summarized by Jain and Wynne 4 . The number of studies involving digital technologies is growing at an exponential rate, indicating the need to provide an overview of the various virtual domains and their related applications in addressing the aforementioned shortcomings.…”

Section: Introductionmentioning

confidence: 99%

Scoping review of artificial intelligence and immersive digital tools in dental education

Saghiri

Vakhnovetsky

Nadershahi

2021

Journal of Dental Education

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The aim of this scoping review is to examine artificial intelligence (AI) and virtual teaching models within the context of dental education, establish methods to address the resources being investigated, and ultimately augment this approach for future scientific research. Methods:To evaluate the applications of AI and immersive technology, a scoping literature review was conducted using the Embase, PubMed, Web of Science, and Cochrane Library database from the years 2018 to May 19, 2021. Additionally, a manual search was completed. The search strategy was formulated according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews (PRISMA-ScR) guidelines. Studies that addressed the current uses of virtual devices and their revolutionary potential in dental education were categorized separately for further evaluation. Results: Of the 2500 articles found in our initial search results, 31 articles met the inclusion criteria set for this review. The selected studies were directly related to AI and immersive tools in dental education. Conclusion:To our knowledge, there are very few comprehensive literature reviews identifying the applications and efficacy of virtual and AI-driven tools in dental education. With limited verifiable evidence, an improved understanding of virtual and AI domains is needed to enable dental students to adapt to changes within and beyond their dental training education. To increase the scientific value of digital-related research, the scientific community must quickly define guidelines to enhance methodological approaches in order to effectively digitalize dentistry.

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Artificial Intelligence and Big Data in Dentistry

Cited by 8 publications

References 78 publications

Systematic Literature Review of the Digital Dentistry

Systematic Literature Review of the Digital Dentistry

The Potential of Blockchain Technology in Dental Healthcare: A Literature Review

Scoping review of artificial intelligence and immersive digital tools in dental education

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