AIMC Topic: Crowns

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Accuracy and time efficiency of deep learning-based three-dimensional crown segmentation on intraoral scanning: a systematic review and meta-analysis.

Journal of dentistry May 23, 2025
OBJECTIVES: Clinically, accurate tooth segmentation in intraoral scans is vital for clinical diagnosis and treatments. Deep learning is utilized for image segmentation in mesh segmentation such as intraoral scans lately. This review and meta-analysis...
Tooth Crown Crowns Deep Learning Imaging, Three-Dimensional Humans
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An AI-based tool for prosthetic crown segmentation serving automated intraoral scan-to-CBCT registration in challenging high artifact scenarios.

The Journal of prosthetic dentistry Feb 26, 2025
STATEMENT OF PROBLEM: Accurately registering intraoral and cone beam computed tomography (CBCT) scans in patients with metal artifacts poses a significant challenge. Whether a cloud-based platform trained for artificial intelligence (AI)-driven segme...
Humans Image Processing, Computer-Assisted Artifacts Crowns Artificial Intelligence Algorithms Cone-Beam Computed Tomography
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Robot-Assisted Endodontic Retreatment: A Case Report with Clinical Considerations.

Journal of endodontics Jan 27, 2025
Fiber posts present significant challenges for nonsurgical endodontic retreatment, as improper removal may result in iatrogenic root perforation or even root fracture. Recently, robotic technology has attracted considerable attention in dentistry and...
Cone-Beam Computed Tomography Robotics Robotic Surgical Procedures Female Adult Crowns Bicuspid Periapical Periodontitis Root Canal Therapy Retreatment Humans Post and Core Technique
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Artificial Intelligence in Detecting and Segmenting Vertical Misfit of Prosthesis in Radiographic Images of Dental Implants: A Cross-Sectional Analysis.

Clinical oral implants research Jan 22, 2025
OBJECTIVE: This study evaluated ResNet-50 and U-Net models for detecting and segmenting vertical misfit in dental implant crowns using periapical radiographic images.
Deep Learning Dental Implants Crowns Artificial Intelligence Radiography, Dental Reproducibility of Results Humans Cross-Sectional Studies
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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.
Humans Retrospective Studies Female Artificial Intelligence Dental Arch Middle Aged Tooth Root Image Processing, Computer-Assisted Crowns Adult Cone-Beam Computed Tomography Male Imaging, Three-Dimensional Models, Dental
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Personalized dental crown design: A point-to-mesh completion network.

Medical image analysis Dec 17, 2024
Designing dental crowns with computer-aided design software in dental laboratories is complex and time-consuming. Using real clinical datasets, we developed an end-to-end deep learning model that automatically generates personalized dental crown mesh...
Dental Prosthesis Design Crowns Computer-Aided Design Deep Learning Humans
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Two-stage deep learning framework for occlusal crown depth image generation.

Computers in biology and medicine Oct 3, 2024
The generation of depth images of occlusal dental crowns is complicated by the need for customization in each case. To decrease the workload of skilled dental technicians, various computer vision models have been used to generate realistic occlusal c...
Deep Learning Imaging, Three-Dimensional Crowns Image Processing, Computer-Assisted Humans
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Can deep learning-designed anterior tooth-borne crown fulfill morphologic, aesthetic, and functional criteria in clinical practice?

Journal of dentistry Sep 24, 2024
OBJECTIVES: This study aimed to compare the design outcomes of anterior crowns generated using deep learning (DL)-based software with those fabricated by a technician using conventional dental computer-assisted design (CAD) software without DL suppor...
Dental Technicians Maxilla Crowns Esthetics, Dental Incisor Tooth Crown Humans Female Adult Computer-Aided Design Young Adult Deep Learning Software Male Dental Prosthesis Design
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Automated Crack Detection in Monolithic Zirconia Crowns Using Acoustic Emission and Deep Learning Techniques.

Sensors (Basel, Switzerland) Aug 31, 2024
Monolithic zirconia (MZ) crowns are widely utilized in dental restorations, particularly for substantial tooth structure loss. Inspection, tactile, and radiographic examinations can be time-consuming and error-prone, which may delay diagnosis. Conseq...
Wavelet Analysis Crowns Humans Acoustics Deep Learning Neural Networks, Computer Zirconium
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Application of artificial intelligence in dental crown prosthesis: a scoping review.

BMC oral health Aug 13, 2024
BACKGROUND: In recent years, artificial intelligence (AI) has made remarkable advancements and achieved significant accomplishments across the entire field of dentistry. Notably, efforts to apply AI in prosthodontics are continually progressing. This...
Crowns Artificial Intelligence Humans Dental Prosthesis Design
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