Periodontics Redefined: Trailblazing Breakthroughs in Artificial Intelligence (AI)

Abstract Periodontal diseases, which include gingivitis and periodontitis, are inflammatory conditions affecting the supporting structures of teeth, with multifactorial etiology involving microbial, genetic, and systemic factors. Accurate diagnosis, risk assessment, and treatment planning remain challenging in complex conditions, like periodontitis. Artificial intelligence (AI) offers promising solutions in periodontics through machine learning, deep learning, and convolutional neural networks, enabling early disease detection, prediction of progression, and treatment planning. AI applications include periodontal disease classification, radiographic analysis, implant planning, and patient education. Integration of AI support for clinicians in delivering precise, patient centered periodontal care while fostering interdisciplinary collaboration can open the doors to great avenues in terms of precision dentistry.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-31
DOI
https://doi.org/10.5281/zenodo.17491031
Primary Topic
Dental Radiography and Imaging
Type
article
Field-Weighted Citation Impact
0.00
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article

Periodontics Redefined: Trailblazing Breakthroughs in Artificial Intelligence (AI)

Zenodo (CERN European Organization for Nuclear Research)
Dental Radiography and Imaging
article

Periodontics Redefined: Trailblazing Breakthroughs in Artificial Intelligence (AI)

article en

Abstract

Abstract Periodontal diseases, which include gingivitis and periodontitis, are inflammatory conditions affecting the supporting structures of teeth, with multifactorial etiology involving microbial, genetic, and systemic factors. Accurate diagnosis, risk assessment, and treatment planning remain challenging in complex conditions, like periodontitis. Artificial intelligence (AI) offers promising solutions in periodontics through machine learning, deep learning, and convolutional neural networks, enabling early disease detection, prediction of progression, and treatment planning. AI applications include periodontal disease classification, radiographic analysis, implant planning, and patient education. Integration of AI support for clinicians in delivering precise, patient centered periodontal care while fostering interdisciplinary collaboration can open the doors to great avenues in terms of precision dentistry.

Zenodo (CERN European Organization for Nuclear Research)
Meenakshi Ammal Dental College and Hospital (IN)
Openalex Percentile: Top 36%
Dental Radiography and Imaging
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Periodontics Redefined: Trailblazing Breakthroughs in Artificial Intelligence (AI) · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS