Machine learning in dentistry: a scoping review

LT Arsiwala-Scheppach, A Chaurasia… - Journal of Clinical …, 2023 - mdpi.com
Machine learning (ML) is being increasingly employed in dental research and application.
We aimed to systematically compile studies using ML in dentistry and assess their …

Deep learning for automatic image segmentation in stomatology and its clinical application

D Luo, W Zeng, J Chen, W Tang - Frontiers in Medical Technology, 2021 - frontiersin.org
Deep learning has become an active research topic in the field of medical image analysis. In
particular, for the automatic segmentation of stomatological images, great advances have …

Evaluation of artificial intelligence for detecting periapical pathosis on cone‐beam computed tomography scans

K Orhan, IS Bayrakdar, M Ezhov… - International …, 2020 - Wiley Online Library
Aim To verify the diagnostic performance of an artificial intelligence system based on the
deep convolutional neural network method to detect periapical pathosis on cone‐beam …

Anatomically constrained deep learning for automating dental CBCT segmentation and lesion detection

Z Zheng, H Yan, FC Setzer, KJ Shi… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Compared with the rapidly growing artificial intelligence (AI) research in other branches of
healthcare, the pace of developing AI capacities in dental care is relatively slow. Dental care …

An artifıcial ıntelligence approach to automatic tooth detection and numbering in panoramic radiographs

E Bilgir, İŞ Bayrakdar, Ö Çelik, K Orhan, F Akkoca… - BMC medical …, 2021 - Springer
Background Panoramic radiography is an imaging method for displaying maxillary and
mandibular teeth together with their supporting structures. Panoramic radiography is …

Automatic classification of oral pathologies using orthopantomogram radiography images based on convolutional neural network

A Laishram, K Thongam - 2022 - reunir.unir.net
An attempt has been made to device a robust method to classify different oral pathologies
using Orthopantomogram (OPG) images based on Convolutional Neural Network (CNN) …

Detection and classification of dental pathologies using faster-RCNN in orthopantomogram radiography image

A Laishram, K Thongam - 2020 7th international conference on …, 2020 - ieeexplore.ieee.org
An attempt has been made to device a robust method to detect and classify different
oral/dental pathologies using Orthopantomogram (OPD) images based on Faster-Regional …

Automated upper airway assessment in children based on artificial intelligence

ME Balashova, ZS Khabadze - ББК 1 А28, 2022 - elibrary.ru
The use of the Diagnocat program based on artificial intelligence in assessing the state of
the upper respiratory tract in children with adenoid vegetations was studied. The analysis of …

Artificial intelligence in dentistry: Scoping review and bridging observed knowledge gaps via a methodological study and a clinical trial

L Arsiwala-Scheppach - 2024 - refubium.fu-berlin.de
Ziele: Die Ziele dieser Dissertation waren,(1) ein Scoping-Review von Studien über
maschinelles Lernen (ML) in der Zahnmedizin,(2) eine Benchmarking-Studie zum …

[图书][B] Advanced Approaches for Bone CT Analysis Based on Deep Learning

X Li - 2022 - search.proquest.com
Computed Tomography (CT), as a 3D imaging technique, has greatly facilitated bone
analysis over the past few decades. This thesis aimed to design novel deep learning …