AIMC Topic: Models, Dental

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A Novel Hierarchical Cross-Stream Aggregation Neural Network for Semantic Segmentation of 3-D Dental Surface Models.

IEEE transactions on neural networks and learning systems Apr 4, 2025
Accurate teeth delineation on 3-D dental models is essential for individualized orthodontic treatment planning. Pioneering works like PointNet suggest a promising direction to conduct efficient and accurate 3-D dental model analyses in end-to-end lea...
Humans Imaging, Three-Dimensional Semantics Tooth Models, Dental Neural Networks, Computer Algorithms Deep Learning
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The role of artificial intelligence in intraoral scanning for complete-arch digital impressions: An in vitro study.

Journal of dentistry Mar 23, 2025
OBJECTIVES: Artificial intelligence (AI) is increasingly being integrated into intraoral scanners (IOS) to improve the quality of digital impressions. However, information on the accuracy of AI-assisted virtual models is limited. This study aimed to ...
Models, Dental Dental Impression Technique Image Processing, Computer-Assisted Dental Arch Humans Maxilla In Vitro Techniques Imaging, Three-Dimensional Artificial Intelligence Computer-Aided Design
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Validation of a novel tool for automated tooth modelling by fusion of CBCT-derived roots with the respective IOS-derived crowns.

Journal of dentistry Dec 30, 2024
OBJECTIVES: To validate a novel artificial intelligence (AI)-based tool for automated tooth modelling by fusing cone beam computed tomography (CBCT)-derived roots with corresponding intraoral scanner (IOS)-derived crowns.
Female Adult Male Humans Artificial Intelligence Retrospective Studies Image Processing, Computer-Assisted Dental Arch Tooth Root Models, Dental Middle Aged Cone-Beam Computed Tomography Imaging, Three-Dimensional Crowns
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Dynamic navigation-guided robotic placement of zygomatic implants.

Journal of dentistry Nov 13, 2024
OBJECTIVES: To assess the feasibility and accuracy of a new prototype robotic implant system for the placement of zygomatic implants in edentulous maxillary models.
Maxilla Models, Dental Dental Implantation, Endosseous Surgical Navigation Systems Zygoma Jaw, Edentulous Dental Implants Calibration Models, Anatomic Robotic Surgical Procedures Surgery, Computer-Assisted Feasibility Studies Humans Software Cone-Beam Computed Tomography Image Processing, Computer-Assisted Imaging, Three-Dimensional Robotics
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Feasibility of using two generative AI models for teeth reconstruction.

Journal of dentistry Oct 16, 2024
OBJECTIVES: This feasibility study investigates the application of artificial intelligence (AI) models, specifically transformer-based (TM) and diffusion-based (DM) models, for the reconstruction of single and multiple missing teeth.
Models, Dental Tooth Loss Image Processing, Computer-Assisted Humans Feasibility Studies Artificial Intelligence Tooth
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Development and validation of a robotic system for milling individualized jawbone cavities in oral and maxillofacial surgery.

Journal of dentistry Sep 30, 2024
OBJECTIVES: This study aimed to develop and validate a robotic system capable of performing accurate and minimally invasive jawbone milling procedures in oral and maxillofacial surgery.
Humans Software Robotics Minimally Invasive Surgical Procedures Stereolithography Computer-Aided Design Printing, Three-Dimensional Maxilla Surgery, Computer-Assisted Models, Dental Models, Anatomic Tooth, Supernumerary Surgery, Oral
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Prediction of surgery-first approach orthognathic surgery using deep learning models.

International journal of oral and maxillofacial surgery May 31, 2024
The surgery-first approach (SFA) orthognathic surgery can be beneficial due to reduced overall treatment time and earlier profile improvement. The objective of this study was to utilize deep learning to predict the treatment modality of SFA or the or...
Malocclusion, Angle Class III Cephalometry Orthognathic Surgical Procedures Models, Dental Male Deep Learning Imaging, Three-Dimensional Humans Female
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Generative deep learning approaches for the design of dental restorations: A narrative review.

Journal of dentistry Apr 11, 2024
OBJECTIVES: This study aims to explore and discuss recent advancements in tooth reconstruction utilizing deep learning (DL) techniques. A review on new DL methodologies in partial and full tooth reconstruction is conducted.
Humans Computer-Aided Design Tooth Deep Learning Models, Dental Dental Prosthesis Design Dental Restoration, Permanent
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Precise tooth design using deep learning-based templates.

Journal of dentistry Mar 26, 2024
OBJECTIVES: In prosthodontic procedures, traditional computer-aided design (CAD) is often time-consuming and lacks accuracy in shape restoration. In this study, we combined implicit template and deep learning (DL) to construct a precise neural networ...
Maxilla Models, Dental Deep Learning Humans Dental Prosthesis Design Neural Networks, Computer Incisor Computer-Aided Design
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DilatedToothSegNet: Tooth Segmentation Network on 3D Dental Meshes Through Increasing Receptive Vision.

Journal of imaging informatics in medicine Mar 5, 2024
The utilization of advanced intraoral scanners to acquire 3D dental models has gained significant popularity in the fields of dentistry and orthodontics. Accurate segmentation and labeling of teeth on digitized 3D dental surface models are crucial fo...
Models, Dental Imaging, Three-Dimensional Image Processing, Computer-Assisted Humans Neural Networks, Computer Tooth Algorithms Deep Learning
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