AIMC Topic: Mandible
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Three-dimensional visualization and a deep-learning model reveal complex fungal parasite networks in behaviorally manipulated ants.
Proceedings of the National Academy of Sciences of the United States of America
Nov 7, 2017
Some microbes possess the ability to adaptively manipulate host behavior. To better understand how such microbial parasites control animal behavior, we examine the cell-level interactions between the species-specific fungal parasite and its carpente...
Use of automated learning techniques for predicting mandibular morphology in skeletal class I, II and III.
Forensic science international
Oct 12, 2017
BACKGROUND: The prediction of the mandibular bone morphology in facial reconstruction for forensic purposes is usually performed considering a straight profile corresponding to skeletal class I, with application of linear and parametric analysis whic...
Prospects of Robot-Assisted Mandibular Reconstruction with Fibula Flap: Comparison with a Computer-Assisted Navigation System and Freehand Technique.
Journal of reconstructive microsurgery
Jun 28, 2016
 Function and aesthetics have a significant impact on the quality of life in patients undergoing mandibular reconstructive surgery, but achieving satisfactory results remain challenging. The aim of the study is to investigate the feasibility and accu...
Automatic detection of osteoporosis based on hybrid genetic swarm fuzzy classifier approaches.
Dento maxillo facial radiology
Jun 8, 2016
OBJECTIVES: This study proposed a new automated screening system based on a hybrid genetic swarm fuzzy (GSF) classifier using digital dental panoramic radiographs to diagnose females with a low bone mineral density (BMD) or osteoporosis.
Predictive Value of Tests
Radiography, Panoramic
Lumbar Vertebrae
Bone Diseases, Metabolic
Diagnosis, Computer-Assisted
Mandible
Image Processing, Computer-Assisted
Humans
Cancellous Bone
Aged
Fuzzy Logic
Algorithms
Aged, 80 and over
Bone Density
Femur Neck
Sensitivity and Specificity
Female
Osteoporosis, Postmenopausal
Middle Aged
Fractals
Cortical Bone
Sex-estimation method for three-dimensional shapes of the skull and skull parts using machine learning.
Forensic science international
Aug 1, 2025
Sex estimation is an indispensable test for identifying skeletal remains in the field of forensic anthropology. We developed a novel sex-estimation method for skulls and several parts of the skull using machine learning. A total of 240 skull shapes w...
Fully automated evaluation of condylar remodeling after orthognathic surgery in skeletal class II patients using deep learning and landmarks.
Journal of dentistry
Aug 1, 2025
OBJECTIVE: Condylar remodeling is a key prognostic indicator in maxillofacial surgery for skeletal class II patients. This study aimed to develop and validate a fully automated method leveraging landmark-guided segmentation and registration for effic...
Automatic deep learning segmentation of mandibular periodontal bone topography on cone-beam computed tomography images.
Journal of dentistry
Aug 1, 2025
OBJECTIVES: This study evaluated the performance of a multi-stage Segmentation Residual Network (SegResNet)-based deep learning (DL) model for the automatic segmentation of cone-beam computed tomography (CBCT) images of patients with stage III and IV...
ChatIOS: Improving automatic 3-dimensional tooth segmentation via GPT-4V and multimodal pre-training.
Journal of dentistry
Jun 1, 2025
OBJECTIVES: This study aims to propose a framework that integrates GPT-4V, a recent advanced version of ChatGPT, and multimodal pre-training techniques to enhance deep learning algorithms for 3-dimensional (3D) tooth segmentation in scans produced by...
Automated diagnosis for extraction difficulty of maxillary and mandibular third molars and post-extraction complications using deep learning.
Scientific reports
May 30, 2025
Optimal surgical methods require accurate prediction of extraction difficulty and complications. Although various automated methods related to third molar (M3) extraction have been proposed, none fully predict both extraction difficulty and post-extr...
A Compact Surgical Robot System for Craniomaxillofacial Surgery and its Preliminary Study.
The Journal of craniofacial surgery
May 13, 2025
Craniomaxillofacial surgery has the characteristics of complex anatomical structure, narrow surgical field, and easy damage to nerves, blood vessels, and other structures. Compared with the traditional bare-hand operation, robot-assisted craniofacial...
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