AIMC Topic: Orthognathic Surgical Procedures

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Automated 3D facial smile attractiveness assessment before and after orthognathic surgery using transfer learning: A preliminary study.

Journal of plastic, reconstructive & aesthetic surgery : JPRAS Jul 1, 2025
The aesthetic appearance of the mouth during smiling significantly influences facial attractiveness, thereby, making smile analysis crucial in orthodontics, craniofacial surgery, and cosmetic dentistry. Accurate and quantitative evaluation of facial ...
Humans Neural Networks, Computer Machine Learning Retrospective Studies Female Young Adult Adult Male Adolescent Imaging, Three-Dimensional Face Orthognathic Surgical Procedures Smiling Beauty
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Does artificial intelligence predict orthognathic surgical outcomes better than conventional linear regression methods?

The Angle orthodontist Sep 1, 2024
OBJECTIVES: To evaluate the performance of an artificial intelligence (AI) model in predicting orthognathic surgical outcomes compared to conventional prediction methods.
Humans Neural Networks, Computer Artificial Intelligence Algorithms Forecasting Retrospective Studies Female Young Adult Adult Male Adolescent Treatment Outcome Least-Squares Analysis Anatomic Landmarks Cephalometry Linear Models Orthognathic Surgical Procedures
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3D evaluation model of facial aesthetics based on multi-input 3D convolution neural networks for orthognathic surgery.

The international journal of medical robotics + computer assisted surgery : MRCAS Jun 1, 2024
BACKGROUND: Quantitative evaluation of facial aesthetics is an important but also time-consuming procedure in orthognathic surgery, while existing 2D beauty-scoring models are mainly used for entertainment with less clinical impact.
Humans Neural Networks, Computer Algorithms Tomography, X-Ray Computed Female Young Adult Adult Male Deep Learning Imaging, Three-Dimensional Image Processing, Computer-Assisted Face Orthognathic Surgical Procedures Esthetics Orthognathic Surgery
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