Artificial intelligence in periodontology: a scoping review

J Scott, AM Biancardi, O Jones, D Andrew - Dentistry journal, 2023 - mdpi.com
Artificial intelligence (AI) is the development of computer systems whereby machines can
mimic human actions. This is increasingly used as an assistive tool to help clinicians …

Analysis of deep learning techniques for dental informatics: a systematic literature review

S AbuSalim, N Zakaria, MR Islam, G Kumar, N Mokhtar… - Healthcare, 2022 - mdpi.com
Within the ever-growing healthcare industry, dental informatics is a burgeoning field of study.
One of the major obstacles to the health care system's transformation is obtaining …

A comprehensive artificial intelligence framework for dental diagnosis and charting

T Kabir, CT Lee, L Chen, X Jiang, S Shams - BMC Oral Health, 2022 - Springer
Background The aim of this study was to develop artificial intelligence (AI) guided framework
to recognize tooth numbers in panoramic and intraoral radiographs (periapical and …

[HTML][HTML] A generative adversarial inpainting network to enhance prediction of periodontal clinical attachment level

VP Kearney, AIM Yansane, RG Brandon… - Journal of Dentistry, 2022 - Elsevier
Objectives Bone level as measured by clinical attachment levels (CAL) are critical findings
that determine the diagnosis of periodontal disease. Deep learning algorithms are being …

Detection of periodontal bone loss and periodontitis from 2D dental radiographs via machine learning and deep learning: systematic review employing APPRAISE-AI …

YH Khubrani, D Thomas, P Slator… - Dentomaxillofacial …, 2024 - academic.oup.com
Objectives Periodontitis is a serious periodontal infection that damages the soft tissues and
bone around teeth and is linked to systemic conditions. Accurate diagnosis and staging …

Applications of Machine Learning in Periodontology and Implantology: A Comprehensive Review

CA Șalgău, A Morar, AD Zgarta, DL Ancuța… - Annals of Biomedical …, 2024 - Springer
Abstract Machine learning (ML) has led to significant advances in dentistry, easing the
workload of professionals and improving the performance of various medical processes. The …

[PDF][PDF] Analysis of Deep Learning Techniques for Dental Informatics: A Systematic Literature Review. Healthcare 2022, 10, 1892

S AbuSalim, N Zakaria, MR Islam, G Kumar, N Mokhtar… - 2022 - academia.edu
Within the ever-growing healthcare industry, dental informatics is a burgeoning field of study.
One of the major obstacles to the health care system's transformation is obtaining …

Integrating Image Analysis and Dental Radiography for Periodontal and Peri-Implant Diagnosis

A Sabharwal, N Kavthekar, J Miecznikowski… - Frontiers in Dental …, 2022 - frontiersin.org
The recent change in classification of periodontal and peri-implant diseases includes
objective evaluation of intra-oral radiographs and quantification of bone loss for disease …

Estimation of Periodontal Bone Loss Using SVM and Random Forest

S Sameer, J Karthik, MS Teja… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
Artificial Intelligence and Machine learning techniques and methods in the dentistry has
received the huge attention from time to time. It has gone through from being a Statistic tool …