AIMC Topic: Orthognathic Surgical Procedures

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Artificial intelligence as a prediction tool for orthognathic surgery assessment.

Orthodontics & craniofacial research May 7, 2024
INTRODUCTION: An ideal orthodontic treatment involves qualitative and quantitative measurements of dental and skeletal components to evaluate patients' discrepancies, such as facial, occlusal, and functional characteristics. Deciding between orthodon...
Male Adolescent Young Adult Adult Malocclusion, Angle Class II Malocclusion, Angle Class III Orthognathic Surgery Cephalometry Orthognathic Surgical Procedures Artificial Intelligence Machine Learning Clinical Decision-Making Female Humans
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Accuracy of Artificial Intelligence-Based Virtual Assistants in Responding to Frequently Asked Questions Related to Orthognathic Surgery.

Journal of oral and maxillofacial surgery : official journal of the American Association of Oral and Maxillofacial Surgeons Apr 20, 2024
BACKGROUND: Despite increasing interest in how conversational agents might improve health care delivery and information dissemination, there is limited research assessing the quality of health information provided by these technologies, especially in...
Humans Artificial Intelligence Cross-Sectional Studies Orthognathic Surgery Surveys and Questionnaires Orthognathic Surgical Procedures
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State of the art and prospects for artificial intelligence in orthognathic surgery: A systematic review with meta-analysis.

Journal of stomatology, oral and maxillofacial surgery Jan 30, 2024
OBJECTIVE: To present a systematic review of the state of the art regarding clinical applications, main features, and outcomes of artificial intelligence (AI) in orthognathic surgery.
Humans Artificial Intelligence Cephalometry Orthognathic Surgical Procedures
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Artificial intelligence for treatment planning and soft tissue outcome prediction of orthognathic treatment: A systematic review.

Journal of orthodontics Sep 29, 2023
BACKGROUND: The accuracy of artificial intelligence (AI) in treatment planning and outcome prediction in orthognathic treatment (OGT) has not been systematically reviewed.
Orthognathic Surgical Procedures Patient Care Planning Humans Artificial Intelligence Treatment Outcome
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Prediction of orthognathic surgery plan from 3D cephalometric analysis via deep learning.

BMC oral health Mar 18, 2023
BACKGROUND: Preoperative planning of orthognathic surgery is indispensable for achieving ideal surgical outcome regarding the occlusion and jaws' position. However, orthognathic surgery planning is sophisticated and highly experience-dependent, which...
Orthognathic Surgery Face Orthognathic Surgical Procedures Imaging, Three-Dimensional Radiography Humans Deep Learning
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Simulation of Postoperative Facial Appearances via Geometric Deep Learning for Efficient Orthognathic Surgical Planning.

IEEE transactions on medical imaging Feb 2, 2023
Orthognathic surgery corrects jaw deformities to improve aesthetics and functions. Due to the complexity of the craniomaxillofacial (CMF) anatomy, orthognathic surgery requires precise surgical planning, which involves predicting postoperative change...
Face Orthognathic Surgical Procedures Orthognathic Surgery Computer Simulation Deep Learning
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A novel machine learning model for class III surgery decision.

Journal of orofacial orthopedics = Fortschritte der Kieferorthopadie : Organ/official journal Deutsche Gesellschaft fur Kieferorthopadie Aug 26, 2022
PURPOSE: The primary purpose of this study was to develop a new machine learning model for the surgery/non-surgery decision in class III patients and evaluate the validity and reliability of this model.
Female Reproducibility of Results Sensitivity and Specificity Male Neural Networks, Computer Machine Learning Humans Adolescent Orthognathic Surgical Procedures
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Deep learning for biomechanical modeling of facial tissue deformation in orthognathic surgical planning.

International journal of computer assisted radiology and surgery Apr 1, 2022
PURPOSE: Orthognathic surgery requires an accurate surgical plan of how bony segments are moved and how the face passively responds to the bony movement. Currently, finite element method (FEM) is the standard for predicting facial deformation. Deep l...
Orthognathic Surgery Humans Face Orthognathic Surgical Procedures Finite Element Analysis Neural Networks, Computer Deep Learning
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Automated description of the mandible shape by deep learning.

International journal of computer assisted radiology and surgery Aug 27, 2021
PURPOSE: The shape of the mandible has been analyzed in a variety of fields, whether to diagnose conditions like osteoporosis or osteomyelitis, in forensics, to estimate biological information such as age, gender, and race or in orthognathic surgery....
Mandible Infant Orthognathic Surgical Procedures Humans Radiography, Panoramic Deep Learning Neural Networks, Computer
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Estimating Reference Bony Shape Models for Orthognathic Surgical Planning Using 3D Point-Cloud Deep Learning.

IEEE journal of biomedical and health informatics Aug 5, 2021
Orthognathic surgical outcomes rely heavily on the quality of surgical planning. Automatic estimation of a reference facial bone shape significantly reduces experience-dependent variability and improves planning accuracy and efficiency. We propose an...
Orthognathic Surgical Procedures Humans Deep Learning Bone and Bones
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