REVIEW OF METHODS AND ALGORITHMS USED IN ARTIFICIAL INTELLIGENCE SYSTEMS TO SUPPORT MEDICAL DECISION-MAKING IN INSTRUMENTAL DIAGNOSTICS IN DENTISTRY
Background. The aim of the work is to review and analyze the methods and algorithms used in artificial intelligence systems to support medical decision-making in instrumental diagnostics in dentistry. Materials and methods. The review examines scientific publications published between 2014 and 2024....
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Penza State University Publishing House
2025-06-01
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| Series: | Измерение, мониторинг, управление, контроль |
| Subjects: | |
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| Summary: | Background. The aim of the work is to review and analyze the methods and algorithms used in artificial intelligence systems to support medical decision-making in instrumental diagnostics in dentistry. Materials and methods. The review examines scientific publications published between 2014 and 2024. Results. An analysis of works on the stated topic was carried out in terms of the methods and algorithms used, the area of their application, the size of the database used for training, and the final qualitative and quantitative metrics of the algorithm application. Conclusion. Systematization of artificial intelligence methods and algorithms used in instrumental diagnostics in dentistry will significantly simplify both routine tasks performed by doctors and facilitate the analysis and systematization of clinical data, which is especially important for highly busy specialists or young specialists due to the lack of extensive practical experience. |
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| ISSN: | 2307-5538 |