AIMC Topic: Maxilla
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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 ...
Accuracy of artificial intelligence-based segmentation in maxillofacial structures: a systematic review.
BMC oral health
Mar 7, 2025
OBJECTIVE: The aim of this review was to evaluate the accuracy of artificial intelligence (AI) in the segmentation of teeth, jawbone (maxilla, mandible with temporomandibular joint), and mandibular (inferior alveolar) canal in CBCT and CT scans.
Automatic Segmentation of Bone Graft in Maxillary Sinus via Distance Constrained Network Guided by Prior Anatomical Knowledge.
IEEE journal of biomedical and health informatics
Mar 6, 2025
Maxillary Sinus Lifting is a crucial surgical procedure for addressing insufficient alveolar bone mass andsevere resorption in dental implant therapy. To accurately analyze the geometry changesof the bone graft (BG) in the maxillary sinus (MS), it is...
A unique AI-based tool for automated segmentation of pulp cavity structures in maxillary premolars on CBCT.
Scientific reports
Feb 14, 2025
To develop and validate an artificial intelligence (AI)-driven tool for the automatic segmentation of pulp cavity structures in maxillary premolars teeth on cone-beam computed tomography (CBCT). One hundred and eleven CBCT scans were divided into tra...
Application of a semi-active robotic system for implant placement in atrophic posterior maxilla: A retrospective case series.
Journal of dentistry
Jan 26, 2025
OBJECTIVE: The study aimed to evaluate the accuracy and safety of a semi-active robotic system for implant placement in atrophic posterior maxilla.
Long-Term Predictive Modelling of the Craniofacial Complex Using Machine Learning on 2D Cephalometric Radiographs.
International dental journal
Jan 5, 2025
OBJECTIVE: This study aimed to predict long-term growth-related changes in skeletal and dental relationships within the craniofacial complex using machine learning (ML) models.
Automatic jawbone structure segmentation on dental CBCT images via deep learning.
Clinical oral investigations
Nov 28, 2024
OBJECTIVES: This study developed and evaluated a two-stage deep learning-based system for automatic segmentation of mandibular cortical bone, mandibular cancellous bone, maxillary cortical bone and maxillary cancellous bone on cone beam computed tomo...
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.
Models, Anatomic
Humans
Maxilla
Surgical Navigation Systems
Software
Zygoma
Models, Dental
Feasibility Studies
Cone-Beam Computed Tomography
Jaw, Edentulous
Dental Implantation, Endosseous
Dental Implants
Image Processing, Computer-Assisted
Imaging, Three-Dimensional
Calibration
Robotics
Robotic Surgical Procedures
Surgery, Computer-Assisted
Pterygoid implant-based maxillary full-arch rehabilitation using an autonomous robot system: A case report.
Journal of prosthodontics : official journal of the American College of Prosthodontists
Nov 12, 2024
Pterygoid implant placement has been proven to be a viable option in full-arch implant rehabilitation for extremely atrophic maxillae. Nevertheless, the utilization of pterygoid implants remains a challenge for the dentist due to the difficulties of ...
Automated dentition segmentation: 3D UNet-based approach with MIScnn framework.
Journal of the World federation of orthodontists
Nov 2, 2024
INTRODUCTION: Advancements in technology have led to the adoption of digital workflows in dentistry, which require the segmentation of regions of interest from cone-beam computed tomography (CBCT) scans. These segmentations assist in diagnosis, treat...
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