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Francisco Carrillo‐Pérez, Óscar E. Pecho, Juan Carlos Morales, Rade Dušan Paravina, Álvaro Della Bona, Razvan Ionut Ghinea, Rosa Pulgar, María del Mar Pérez Gómez, Luis Javier Herrera
OBJECTIVE: To perform a comprehensive review of the use of artificial intelligence (AI) and machine learning (ML) in dentistry, providing the community with a broad insight on the different advances that these technologies and tools have produced, paying special attention to the area of esthetic dentistry and color research. MATERIALS AND METHODS: The comprehensive review was conducted in MEDLINE/PubMed, Web of Science, and Scopus databases, for papers published in English language in the last 20 years. RESULTS: Out of 3871 eligible papers, 120 were included for final appraisal. Study methodologies included deep learning (DL; n = 76), fuzzy logic (FL; n = 12), and other ML techniques (n = 32), which were mainly applied to disease identification, image segmentation, image correction, and biomimetic color analysis and modeling. CONCLUSIONS: The insight provided by the present work has reported outstanding results in the design of high-performance decision support systems for the aforementioned areas. The future of digital dentistry goes through the design of integrated approaches providing personalized treatments to patients. In addition, esthetic dentistry can benefit from those advances by developing models allowing a complete characterization of tooth color, enhancing the accuracy of dental restorations. CLINICAL SIGNIFICANCE: The use of AI and ML has an increasing impact on the dental profession and is complementing the development of digital technologies and tools, with a wide application in treatment planning and esthetic dentistry procedures.
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Carrillo‐Pérez, F., Pecho, Ó. E., Morales, J. C., Paravina, R. D., Bona, Á. D., Ghinea, R. I., Pulgar, R., Gómez, M. D. M. P., & Herrera, L. J. (2021). Applications of artificial intelligence in dentistry: A comprehensive review. Journal of Esthetic and Restorative Dentistry, 34(1), 259–280. https://doi.org/10.1111/jerd.12844
Carrillo‐Pérez, Francisco, et al. "Applications of artificial intelligence in dentistry: A comprehensive review." Journal of Esthetic and Restorative Dentistry, vol. 34, no. 1, 2021, pp. 259–280, https://doi.org/10.1111/jerd.12844.
Carrillo‐Pérez, Francisco, Óscar E. Pecho, Juan Carlos Morales, Rade Dušan Paravina, Álvaro Della Bona, Razvan Ionut Ghinea, Rosa Pulgar, María del Mar Pérez Gómez, and Luis Javier Herrera. "Applications of artificial intelligence in dentistry: A comprehensive review." Journal of Esthetic and Restorative Dentistry 34, no. 1 (2021): 259–280. https://doi.org/10.1111/jerd.12844.
Carrillo‐Pérez F., Pecho Ó. E., Morales J. C. [и др.] Applications of artificial intelligence in dentistry: A comprehensive review // Journal of Esthetic and Restorative Dentistry. — 2021. — Vol. 34, № 1. — P. 259–280. — URL: https://doi.org/10.1111/jerd.12844
@article{carrilloperez2021applications,
title = {{Applications of artificial intelligence in dentistry: A comprehensive review}},
author = {Francisco Carrillo‐Pérez and Óscar E. Pecho and Juan Carlos Morales and Rade Dušan Paravina and Álvaro Della Bona and Razvan Ionut Ghinea and Rosa Pulgar and María del Mar Pérez Gómez and Luis Javier Herrera},
journal = {Journal of Esthetic and Restorative Dentistry},
year = {2021},
volume = {34},
number = {1},
pages = {259--280},
doi = {10.1111/jerd.12844},
url = {https://doi.org/10.1111/jerd.12844}
}TY - JOUR AU - Carrillo‐Pérez, Francisco AU - Pecho, Óscar E. AU - Morales, Juan Carlos AU - Paravina, Rade Dušan AU - Bona, Álvaro Della AU - Ghinea, Razvan Ionut AU - Pulgar, Rosa AU - Gómez, María del Mar Pérez AU - Herrera, Luis Javier TI - Applications of artificial intelligence in dentistry: A comprehensive review JO - Journal of Esthetic and Restorative Dentistry VL - 34 IS - 1 SP - 259 EP - 280 PY - 2021 DA - 2021/11/29 DO - 10.1111/jerd.12844 UR - https://doi.org/10.1111/jerd.12844 ER -
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