Application of Artificial Intelligence in Prosthodontics in the 21st century

Artificial Intelligence AI has transformed various sectors with healthcare and particularly dentistry emerging as key beneficiaries. In prosthodontics AI applications including machine learning deep learning and neural networks are streamlining diagnosis treatment planning and prosthesis fabrication. AI aids in designing custom-fit crowns bridges and dentures improving clinical outcomes and reducing chairside time. In implantology AI enhances surgical precision by analyzing CBCT images to guide implant placement minimizing complications. Studies have demonstrated AIs effectiveness in improving accuracy with some models achieving up to 97 success in tasks like crown margin identification and denture design. AI tools can also assess occlusion guide shade matching and enhance the casting process reducing manual errors. In removable prosthodontics convolutional neural networks CNNs have enabled accurate classification of partially edentulous arches and prediction of facial aesthetics. For maxillofacial prostheses AI supports non-surgical rehabilitation using smart devices enhancing color matching and comfort. Despite these advancements challenges persist. Limitations include a lack of data privacy insufficient practitioner training high implementation costs ethical concerns and incomplete standardization of AI algorithms. AI remains semi-automated relying heavily on high-quality datasets. Human expertise and clinical judgment remain irreplaceable. AI holds promising potential to enhance the quality efficiency and personalization of dental care. However its integration into clinical practice requires further empirical validation structured training modules and regulatory oversight. With responsible implementation AI can augment dental education and practice particularly in prosthodontics and oral implantology paving the way for a new era of precision and patient-centered care.

Authors

Publication Details

Journal
RGUHS Journal of Medical Sciences
Published
2025-01-01
DOI
https://doi.org/10.26463/rjms.15_3_11
Primary Topic
Dental Radiography and Imaging
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Application of Artificial Intelligence in Prosthodontics in the 21st century

Venkatakrishnan CJ, V. Lavanya, Keerthivasan MS, Tamizhesai BV et al.
1 links
RGUHS Journal of Medical Sciences
Dental Radiography and Imaging
article

Application of Artificial Intelligence in Prosthodontics in the 21st century

Venkatakrishnan CJ, V. Lavanya, Keerthivasan MS, Tamizhesai BV, V Anandh
article en

Abstract

Artificial Intelligence AI has transformed various sectors with healthcare and particularly dentistry emerging as key beneficiaries. In prosthodontics AI applications including machine learning deep learning and neural networks are streamlining diagnosis treatment planning and prosthesis fabrication. AI aids in designing custom-fit crowns bridges and dentures improving clinical outcomes and reducing chairside time. In implantology AI enhances surgical precision by analyzing CBCT images to guide implant placement minimizing complications. Studies have demonstrated AIs effectiveness in improving accuracy with some models achieving up to 97 success in tasks like crown margin identification and denture design. AI tools can also assess occlusion guide shade matching and enhance the casting process reducing manual errors. In removable prosthodontics convolutional neural networks CNNs have enabled accurate classification of partially edentulous arches and prediction of facial aesthetics. For maxillofacial prostheses AI supports non-surgical rehabilitation using smart devices enhancing color matching and comfort. Despite these advancements challenges persist. Limitations include a lack of data privacy insufficient practitioner training high implementation costs ethical concerns and incomplete standardization of AI algorithms. AI remains semi-automated relying heavily on high-quality datasets. Human expertise and clinical judgment remain irreplaceable. AI holds promising potential to enhance the quality efficiency and personalization of dental care. However its integration into clinical practice requires further empirical validation structured training modules and regulatory oversight. With responsible implementation AI can augment dental education and practice particularly in prosthodontics and oral implantology paving the way for a new era of precision and patient-centered care.

RGUHS Journal of Medical SciencesVol. 15(3)
Openalex Percentile: Top 72%
Dental Radiography and Imaging
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.