AIMC Topic: Orthognathic Surgery

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Machine learning based prediction of perioperative blood loss in orthognathic surgery.

Journal of cranio-maxillo-facial surgery : official publication of the European Association for Cranio-Maxillo-Facial Surgery Aug 30, 2019
The aim of this study was to evaluate, if and with what accuracy perioperative blood loss can be calculated by a machine learning algorithm prior to orthognathic surgery. The investigators implemented a random forest algorithm to predict perioperativ...
Humans Machine Learning Treatment Outcome Blood Loss, Surgical Predictive Value of Tests Orthognathic Surgical Procedures Orthopedic Procedures Orthognathic Surgery
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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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Surgery-First Orthognathic Approach to Correct Facial Asymmetry: Artificial Intelligence-Based Cephalometric Analysis.

Plastic and reconstructive surgery Mar 1, 2022
BACKGROUND: The surgery-first orthognathic approach has been applied at our institution since 2007. However, its indications remain debated. The aim of this study was to investigate the reliability of the surgery-first approach to correct facial asym...
Humans Artificial Intelligence Retrospective Studies Treatment Outcome Cephalometry Facial Asymmetry Orthodontics, Corrective Orthognathic Surgery
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Artificial Intelligent Model With Neural Network Machine Learning for the Diagnosis of Orthognathic Surgery.

The Journal of craniofacial surgery Oct 1, 2019
Diagnosis and treatment planning are the most important steps in the orthognathic surgery for the successful treatment. The purpose of this study was to develop a new artificial intelligent model for surgery/non-surgery decision and extraction determ...
Humans Neural Networks, Computer Artificial Intelligence Machine Learning Computer Simulation Patient Care Planning Orthognathic Surgery
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