Synergy between artificial intelligence and precision medicine for computer-assisted oral and maxillofacial surgical planning
Objectives The aim of this review was to investigate the application of artificial intelligence
(AI) in maxillofacial computer-assisted surgical planning (CASP) workflows with the …
(AI) in maxillofacial computer-assisted surgical planning (CASP) workflows with the …
Artificial intelligence for sustainable oral healthcare
Objectives Oral health is grounded in the United National (UN) 2030 Agenda for Sustainable
Developement and its 17 Goals (SDGs), in particular SDG 3 (Ensure healthy lives and …
Developement and its 17 Goals (SDGs), in particular SDG 3 (Ensure healthy lives and …
Artificial intelligence and augmented reality for guided implant surgery planning: a proof of concept
FG Mangano, O Admakin, H Lerner, C Mangano - Journal of Dentistry, 2023 - Elsevier
Purpose To present a novel protocol for authentic three-dimensional (3D) planning of dental
implants, using artificial intelligence (AI) and augmented reality (AR). Methods The novel …
implants, using artificial intelligence (AI) and augmented reality (AR). Methods The novel …
Deep convolutional neural network-based automated segmentation of the maxillofacial complex from cone-beam computed tomography: A validation study
F Preda, N Morgan, A Van Gerven, F Nogueira-Reis… - Journal of Dentistry, 2022 - Elsevier
Objectives The present study investigated the accuracy, consistency, and time-efficiency of a
novel deep convolutional neural network (CNN) based model for the automated …
novel deep convolutional neural network (CNN) based model for the automated …
[HTML][HTML] Automated segmentation of the mandibular canal and its anterior loop by deep learning
Accurate mandibular canal (MC) detection is crucial to avoid nerve injury during surgical
procedures. Moreover, the anatomic complexity of the interforaminal region requires a …
procedures. Moreover, the anatomic complexity of the interforaminal region requires a …
[HTML][HTML] Deep learning-based segmentation of dental implants on cone-beam computed tomography images: A validation study
BM Elgarba, S Van Aelst, A Swaity, N Morgan… - Journal of Dentistry, 2023 - Elsevier
Objectives To train and validate a cloud-based convolutional neural network (CNN) model
for automated segmentation (AS) of dental implant and attached prosthetic crown on cone …
for automated segmentation (AS) of dental implant and attached prosthetic crown on cone …
Convolutional neural network‐based automated maxillary alveolar bone segmentation on cone‐beam computed tomography images
RC Fontenele, MN Gerhardt, FF Picoli… - Clinical Oral …, 2023 - Wiley Online Library
Objectives To develop and assess the performance of a novel artificial intelligence (AI)‐
driven convolutional neural network (CNN)‐based tool for automated three‐dimensional …
driven convolutional neural network (CNN)‐based tool for automated three‐dimensional …
Deep segmentation of the mandibular canal: a new 3D annotated dataset of CBCT volumes
Inferior Alveolar Nerve (IAN) canal detection has been the focus of multiple recent works in
dentistry and maxillofacial imaging. Deep learning-based techniques have reached …
dentistry and maxillofacial imaging. Deep learning-based techniques have reached …
[HTML][HTML] Automated detection and labelling of teeth and small edentulous regions on cone-beam computed tomography using convolutional neural networks
M do Nascimento Gerhardt, RC Fontenele, AF Leite… - Journal of Dentistry, 2022 - Elsevier
Objective To assess the accuracy of a novel Artificial Intelligence (AI)-driven tool for
automated detection of teeth and small edentulous regions on Cone-Beam Computed …
automated detection of teeth and small edentulous regions on Cone-Beam Computed …
[HTML][HTML] Deep learning driven segmentation of maxillary impacted canine on cone beam computed tomography images
The process of creating virtual models of dentomaxillofacial structures through three-
dimensional segmentation is a crucial component of most digital dental workflows. This …
dimensional segmentation is a crucial component of most digital dental workflows. This …