Applications of artificial intelligence and machine learning in orthodontics: a scoping review

YM Bichu, I Hansa, AY Bichu, P Premjani… - Progress in …, 2021 - Springer
Introduction This scoping review aims to provide an overview of the existing evidence on the
use of artificial intelligence (AI) and machine learning (ML) in orthodontics, its translation into …

Radiographic predictors of maxillary canine impaction in mixed and early permanent dentition–a systematic review and meta-analysis

I Ravi, B Srinivasan, V Kailasam - International Orthodontics, 2021 - Elsevier
Background/objective Early diagnosis and the interception of potential impaction is the most
desirable approach for management of impacted canines. Several radiographic predictors …

Accuracy and efficiency of automatic tooth segmentation in digital dental models using deep learning

J Im, JY Kim, HS Yu, KJ Lee, SH Choi, JH Kim… - Scientific reports, 2022 - nature.com
This study evaluates the accuracy and efficiency of automatic tooth segmentation in digital
dental models using deep learning. We developed a dynamic graph convolutional neural …

[PDF][PDF] Applications of artificial intelligence and machine learning in orthodontics

SN Asiri, LP Tadlock, E Schneiderman… - APOS Trends …, 2020 - academia.edu
Over the past two decades, artificial intelligence (AI) and machine learning (ML) have
undergone considerable development. ere have been various applications in medicine …

[HTML][HTML] Canine impaction classification from panoramic dental radiographic images using deep learning models

M Aljabri, SS Aljameel, N Min-Allah, J Alhuthayfi… - Informatics in Medicine …, 2022 - Elsevier
Maxillary canine impaction is a condition that commonly occurs in growing individuals with
malocclusion, and identifying its type is always challenging for dentists when determining …

Palatal canine impaction is associated with craniofacial shape in humans

M Athanasiou, CI Papadopoulou… - European Journal of …, 2024 - academic.oup.com
Abstract Background/Objectives It is unclear whether palatal canine impaction is related to
genetic or local/environmental factors. If a genetic origin is assumed, then it could be …

Automatic segmentation of periapical radiograph using color histogram and machine learning for osteoporosis detection

R Widyaningrum, EI Sela, R Pulungan… - … Journal of Dentistry, 2023 - Wiley Online Library
Osteoporosis leads to the loss of cortical thickness, a decrease in bone mineral density
(BMD), deterioration in the size of trabeculae, and an increased risk of fractures. Changes in …

Facial profile evaluation and prediction of skeletal class II patients during camouflage extraction treatment: a pilot study

R Guo, Y Tian, X Li, W Li, D He, Y Sun - Head & Face Medicine, 2023 - Springer
Background The evaluation of the facial profile of skeletal Class II patients with camouflage
treatment is of great importance for patients and orthodontists. The aim of this study is to …

Treatment of mandibular impacted Canine in a patient with Class II division 1 malocclusion with “Reverse pin”: a case report

D Ciavarella, M Maci, C Fanelli, M Lorusso… - Medicina, 2023 - mdpi.com
This case report presents an orthodontic treatment conducted on a 13-year-old girl with
bilateral Class II malocclusion and a mandibular impacted canine. The presence of an …

Correlation between radiographic parameters for the prediction of palatally impacted maxillary canines

DS Malik, M Fida, RH Sukhia - Journal of Orthodontics, 2019 - journals.sagepub.com
Objective: This study aimed to identify radiographic parameters on routine
orthopantomograms to aid in early diagnosis of palatally impacted canines. Design: Split …