Research Topic

Application of Artificial Intelligence (AI) in Oral Health and Dentistry

About this Research Topic

In recent years advanced computer techniques have gained importance in many areas of dentistry to improve diagnoses and treatment procedures. Emerging digitalization in dentistry leads to generate big data from patients. Processing this large amount of data needs fast and efficient computer algorithms. Artificial Intelligence (AI) has a great potential to use this big data to enhance the quality of dental care by providing efficient solutions for research, education, and clinical practices.

In this Research Topic we plan to investigate innovative AI-based technologies to proceed the state-of-the-art of dentistry in research, education, and clinical practices. Dentists, engineering and scientists in the field of artificial intelligence, computer vision and medical imaging, robotics and sensor augmented reality (AR) and virtual reality (VR) are welcome to propose their solutions for various applications in dentistry and oral health, such as deep-learning for early detection of caries, periodontal diseases and oral cancers, AI technologies for orthodontic or prosthodontic treatment planning, and robotics for oral surgery.

We will consider the research works with AI in dentistry and oral health. Listed below are the research topics:
• Using AI in reconstructive dentistry
• Using AI for diagnosis oral diseases
• Using AI to improve oral treatment procedure
• Using AI to improve decision supports
• Using AI/VR/AR to improve dental education
• Using AI to enhance the manufacturing dental products
• Design and implement smart health technology to improve oral health
• Design and implement automatic robots for dental surgery

Falk Schwendicke is a founder of dentalXrai, a startup on AI applications in dentistry.
Joachim Krois is co-founder of a Charité startup focusing on dental image analysis using artificial intelligence.
All other Topic Editors declare no competing interests with regards to the Research Topic subject.


Keywords: Artificial intelligence, Machine learning, Deep learning, Medical image processing, Robotics


Important Note: All contributions to this Research Topic must be within the scope of the section and journal to which they are submitted, as defined in their mission statements. Frontiers reserves the right to guide an out-of-scope manuscript to a more suitable section or journal at any stage of peer review.

In recent years advanced computer techniques have gained importance in many areas of dentistry to improve diagnoses and treatment procedures. Emerging digitalization in dentistry leads to generate big data from patients. Processing this large amount of data needs fast and efficient computer algorithms. Artificial Intelligence (AI) has a great potential to use this big data to enhance the quality of dental care by providing efficient solutions for research, education, and clinical practices.

In this Research Topic we plan to investigate innovative AI-based technologies to proceed the state-of-the-art of dentistry in research, education, and clinical practices. Dentists, engineering and scientists in the field of artificial intelligence, computer vision and medical imaging, robotics and sensor augmented reality (AR) and virtual reality (VR) are welcome to propose their solutions for various applications in dentistry and oral health, such as deep-learning for early detection of caries, periodontal diseases and oral cancers, AI technologies for orthodontic or prosthodontic treatment planning, and robotics for oral surgery.

We will consider the research works with AI in dentistry and oral health. Listed below are the research topics:
• Using AI in reconstructive dentistry
• Using AI for diagnosis oral diseases
• Using AI to improve oral treatment procedure
• Using AI to improve decision supports
• Using AI/VR/AR to improve dental education
• Using AI to enhance the manufacturing dental products
• Design and implement smart health technology to improve oral health
• Design and implement automatic robots for dental surgery

Falk Schwendicke is a founder of dentalXrai, a startup on AI applications in dentistry.
Joachim Krois is co-founder of a Charité startup focusing on dental image analysis using artificial intelligence.
All other Topic Editors declare no competing interests with regards to the Research Topic subject.


Keywords: Artificial intelligence, Machine learning, Deep learning, Medical image processing, Robotics


Important Note: All contributions to this Research Topic must be within the scope of the section and journal to which they are submitted, as defined in their mission statements. Frontiers reserves the right to guide an out-of-scope manuscript to a more suitable section or journal at any stage of peer review.

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Submission Deadlines

13 June 2021 Abstract
11 October 2021 Manuscript

Participating Journals

Manuscripts can be submitted to this Research Topic via the following journals:

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Topic Editors

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Submission Deadlines

13 June 2021 Abstract
11 October 2021 Manuscript

Participating Journals

Manuscripts can be submitted to this Research Topic via the following journals:

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