An overview of artificial intelligence based automated diagnosis in paediatric dentistry
Artificial intelligence (AI) is a subfield of computer science with the goal of creating intelligent machines (1) Machine learning is a branch of artificial intelligence. In machine learning a datasets are used for training diagnostic algorithms. This review comprehensively explains the applications...
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| Format: | Article |
| Language: | English |
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Frontiers Media S.A.
2024-12-01
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| Series: | Frontiers in Oral Health |
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| Online Access: | https://www.frontiersin.org/articles/10.3389/froh.2024.1482334/full |
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| author | Suba B. Rajinikanth Densingh Samuel Raj Rajkumar Akshay Rajinikanth Ponsekar Abraham Anandhapandian Bhuvaneswarri J. |
| author_facet | Suba B. Rajinikanth Densingh Samuel Raj Rajkumar Akshay Rajinikanth Ponsekar Abraham Anandhapandian Bhuvaneswarri J. |
| author_sort | Suba B. Rajinikanth |
| collection | DOAJ |
| description | Artificial intelligence (AI) is a subfield of computer science with the goal of creating intelligent machines (1) Machine learning is a branch of artificial intelligence. In machine learning a datasets are used for training diagnostic algorithms. This review comprehensively explains the applications of AI in the diagnosis in paediatric dentistry. The online database searches were performed between 25th May 2024 to 1st July 2024. Original research studies that focus on the automated diagnosis or predicted the outcome in Paediatric dentistry using AI were included in this review. AI is being used in varied domains of paediatric dentistry like diagnosis of supernumerary and submerged teeth, early diagnosis of dental caries, diagnosis of dental plaques, assessment of bone age, forensic dentistry and preventive oral dental healthcare kit. The field of AI, deep machine learning and CNN's is an upcoming and newer area, with new developments this will open up areas for more sophisticated algorithms in multiple layers to predict accurately, when compared to experienced Paediatric dentists. |
| format | Article |
| id | doaj-art-c5ec084b6bbb47d6986c70ba0a4305d7 |
| institution | OA Journals |
| issn | 2673-4842 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Oral Health |
| spelling | doaj-art-c5ec084b6bbb47d6986c70ba0a4305d72025-08-20T01:59:57ZengFrontiers Media S.A.Frontiers in Oral Health2673-48422024-12-01510.3389/froh.2024.14823341482334An overview of artificial intelligence based automated diagnosis in paediatric dentistrySuba B. Rajinikanth0Densingh Samuel Raj Rajkumar1Akshay Rajinikanth2Ponsekar Abraham Anandhapandian3Bhuvaneswarri J.4Faculty of Medicine, Srilalithambigai Medical College and Hospital, DR MGR Educational and Research Institute, Chennai, IndiaDepartment of Traumotology & Orthopedics, Kursk State Medical University, Kursk, RussiaSchool of Computer Science and Engineering, VIT University, Vellore, IndiaDepartment of Prosthodontics, Thai Moogambigai Dental College and Hospital, Dr. M.G.R. Educational and Research Institute, Chennai, IndiaDepartment of Periodontics, Sri Balaji Dental College and Hospital, BIHER, Chennai, IndiaArtificial intelligence (AI) is a subfield of computer science with the goal of creating intelligent machines (1) Machine learning is a branch of artificial intelligence. In machine learning a datasets are used for training diagnostic algorithms. This review comprehensively explains the applications of AI in the diagnosis in paediatric dentistry. The online database searches were performed between 25th May 2024 to 1st July 2024. Original research studies that focus on the automated diagnosis or predicted the outcome in Paediatric dentistry using AI were included in this review. AI is being used in varied domains of paediatric dentistry like diagnosis of supernumerary and submerged teeth, early diagnosis of dental caries, diagnosis of dental plaques, assessment of bone age, forensic dentistry and preventive oral dental healthcare kit. The field of AI, deep machine learning and CNN's is an upcoming and newer area, with new developments this will open up areas for more sophisticated algorithms in multiple layers to predict accurately, when compared to experienced Paediatric dentists.https://www.frontiersin.org/articles/10.3389/froh.2024.1482334/fullartificial intelligenceconvoluted neural networkpaediatric dentistrydeep learningautomated diagnosisdental caries |
| spellingShingle | Suba B. Rajinikanth Densingh Samuel Raj Rajkumar Akshay Rajinikanth Ponsekar Abraham Anandhapandian Bhuvaneswarri J. An overview of artificial intelligence based automated diagnosis in paediatric dentistry Frontiers in Oral Health artificial intelligence convoluted neural network paediatric dentistry deep learning automated diagnosis dental caries |
| title | An overview of artificial intelligence based automated diagnosis in paediatric dentistry |
| title_full | An overview of artificial intelligence based automated diagnosis in paediatric dentistry |
| title_fullStr | An overview of artificial intelligence based automated diagnosis in paediatric dentistry |
| title_full_unstemmed | An overview of artificial intelligence based automated diagnosis in paediatric dentistry |
| title_short | An overview of artificial intelligence based automated diagnosis in paediatric dentistry |
| title_sort | overview of artificial intelligence based automated diagnosis in paediatric dentistry |
| topic | artificial intelligence convoluted neural network paediatric dentistry deep learning automated diagnosis dental caries |
| url | https://www.frontiersin.org/articles/10.3389/froh.2024.1482334/full |
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