ArticleScientific reports2023
Computer-aided design and 3-dimensional artificial/convolutional neural network for digital partial dental crown synthesis and validation.
Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 2 of them syntheses that pooled it.
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The trial behind it
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Who cites it
15 citing papers in PubMed, 2 syntheses or guidelines pooled it, 36 citations in OpenAlex.
- The application of artificial intelligence in the field of dental restoration for designing dental crowns: a meta-analysis.BMC oral health · 2026Pooled it
- The Potential of Artificial Intelligence in Prosthodontics: A Comprehensive Review.Medical science monitor : international medical journal of experimental and clinical research · 2024Pooled it
- Assessment of Creativity Potential of a 3DGAN in Implant Crown Design: A Proof-of-Concept Study.Journal of functional biomaterials · 2026Article
- AI-driven automation of occlusal surface design in digital prosthodontics: a clinically validated workflow.BMC oral health · 2026Article
- Application and development of artificial intelligence and immersive technologies in dental education: a scoping review.BMC medical education · 2025Article
- Multiscale Design of Dental Restorative Materials: Mechanistic Foundations, Technological Innovations, and Clinical Translation.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Review
- Optimizing resin bonding to saliva-contaminated polyetheretherketone: comparative efficacy of cleaning methods.BMC oral health · 2025Article
- 3D reconstruction from 2D multi-view dental 2D images based on EfficientNetB0 model.Scientific reports · 2025Article
- Evaluation of the accuracy, occlusal contact and clinical applications of zirconia crowns using artificial intelligence design versus human design.Journal of dental sciences · 2025Article
- Trueness and precision analysis of crown margins on digital casts produced by various dental scanning systems.Journal of dental sciences · 2025Article
- Artificial intelligence (AI) in restorative dentistry: current trends and future prospects.BMC oral health · 2025Review
- Application of machine learning in dentistry: insights, prospects and challenges.Acta odontologica Scandinavica · 2025Review
- AI-driven 3D bioprinting for regenerative medicine: From bench to bedside.Bioactive materials · 2025Review
- Review
- Teeth Microcracks Research: Towards Multi-Modal Imaging.Bioengineering (Basel, Switzerland) · 2023Article
Corrections and comments
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Authors and funding
11 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The current multiphase, invitro study developed and validated a 3-dimensional convolutional neural network (3D-CNN) to generate partial dental crowns (PDC) for use in restorative dentistry. The effectiveness of desktop laser and intraoral scanners in generating data for the purpose of 3D-CNN was first evaluated (phase 1). There were no significant differences in surface area [t-stat(df) = - 0.01 (10), mean difference = - 0.058, P > 0.99] and volume [t-stat(df) = 0.357(10)]. However, the intraoral scans were chosen for phase 2 as they produced a greater level of volumetric details (343.83 ± 43.52 mm
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.