AIMC Topic: Skull Base

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Long-Term Predictive Modelling of the Craniofacial Complex Using Machine Learning on 2D Cephalometric Radiographs.

International dental journal Jan 5, 2025
OBJECTIVE: This study aimed to predict long-term growth-related changes in skeletal and dental relationships within the craniofacial complex using machine learning (ML) models.
Cephalometry Random Forest Face Regression Analysis Predictive Value of Tests Radiography Maxilla Skull Base Adolescent Development Predictive Learning Models Random Allocation Incisor Body Size Reproducibility of Results Male Adolescent Child Mandible Puberty Humans Retrospective Studies
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Exploring the Combination of Computer Vision and Surgical Neuroanatomy: A Workflow Involving Artificial Intelligence for the Identification of Skull Base Foramina.

World neurosurgery Sep 2, 2024
BACKGROUND: The skull base is a complex region in neurosurgery, featuring numerous foramina. Accurate identification of these foramina is imperative to avoid intraoperative complications and to facilitate educational progress in neurosurgical trainee...
Artificial Intelligence Deep Learning Image Processing, Computer-Assisted Neurosurgical Procedures Humans Neural Networks, Computer Neuroanatomy Workflow Surgery, Computer-Assisted Skull Base
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Deep learning to predict risk of lateral skull base cerebrospinal fluid leak or encephalocele.

International journal of computer assisted radiology and surgery Aug 29, 2024
PURPOSE: Skull base features, including increased foramen ovale (FO) cross-sectional area, are associated with lateral skull base spontaneous cerebrospinal fluid (sCSF) leak and encephalocele. Manual measurement requires skill in interpreting imaging...
Predictive Value of Tests Cerebrospinal Fluid Leak Skull Base Encephalocele Middle Aged Risk Assessment Deep Learning Aged Adult Male Tomography, X-Ray Computed Female Humans Retrospective Studies
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Assessing the Readability, Reliability, and Quality of AI-Modified and Generated Patient Education Materials for Endoscopic Skull Base Surgery.

American journal of rhinology & allergy Aug 21, 2024
BACKGROUND: Despite National Institutes of Health and American Medical Association recommendations to publish online patient education materials at or below sixth-grade literacy, those pertaining to endoscopic skull base surgery (ESBS) have lacked re...
Internet Comprehension Health Literacy Reproducibility of Results Endoscopy Patient Education as Topic Skull Base Humans Artificial Intelligence
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Diagnosis of skull-base invasion by nasopharyngeal tumors on CT with a deep-learning approach.

Japanese journal of radiology Jan 27, 2024
PURPOSE: To develop a convolutional neural network (CNN) model to diagnose skull-base invasion by nasopharyngeal malignancies in CT images and evaluate the model's diagnostic performance.
Humans Retrospective Studies Tomography, X-Ray Computed Female Nasopharyngeal Neoplasms Aged Skull Base Deep Learning Adult Sensitivity and Specificity Skull Base Neoplasms Magnetic Resonance Imaging Male Neoplasm Invasiveness Middle Aged
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A first exploration of the economic consequences of an autonomous surgical robot for lateral skull base surgery: an early health technology assessment.

International journal of technology assessment in health care Jul 31, 2023
OBJECTIVES: Lateral skull base procedures, such as translabyrinthine approach (TLA), are challenging. An autonomous surgical robot might be a solution to these challenges. Our aim is to explore in an early phase the economic consequences of an autono...
Robotics Technology Assessment, Biomedical Skull Base
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Robotic Handle Prototypes for Endoscopic Endonasal Skull Base Surgery: Pre-clinical Randomised Controlled Trial of Performance and Ergonomics.

Annals of biomedical engineering Mar 8, 2022
Endoscopic endonasal skull base surgery is a promising alternative to transcranial approaches. However, standard instruments lack articulation, and thus, could benefit from robotic technologies. The aim of this study was to develop an ergonomic handl...
Robotic Surgical Procedures Ergonomics Skull Base Endoscopy Robotics
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Design and analysis of a continuum robot for transnasal skull base surgery.

The international journal of medical robotics + computer assisted surgery : MRCAS Sep 12, 2021
BACKGROUND: The traditional surgical instruments for transnasal endoscopic skull base surgery have poor flexibility and continuum robot has attracted extensive attention for its high dexterity and safety.
Humans Biomechanical Phenomena Robotics Skull Base Equipment Design Neurosurgical Procedures
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Deep learning automated segmentation of middle skull-base structures for enhanced navigation.

International forum of allergy & rhinology Jun 29, 2021
Skull Base Deep Learning Image Processing, Computer-Assisted Humans Surgery, Computer-Assisted
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The Future of Skull Base Surgery: A View Through Tinted Glasses.

World neurosurgery Jun 27, 2020
In the present report, we have broadly outlined the potential advances in the field of skull base surgery, which might occur within the next 20 years based on the many areas of current research in biology and technology. Many of these advances will a...
Humans Spectrum Analysis, Raman Skull Base Artificial Intelligence Printing, Three-Dimensional Neurosurgical Procedures Genetic Engineering Forecasting Robotic Surgical Procedures Stem Cell Transplantation Orthopedic Procedures
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