AI-based automatic segmentation of craniomaxillofacial anatomy from CBCT scans for automatic detection of pharyngeal airway evaluations in OSA patients

K Orhan, M Shamshiev, M Ezhov, A Plaksin… - Scientific Reports, 2022 - nature.com
This study aims to generate and also validate an automatic detection algorithm for
pharyngeal airway on CBCT data using an AI software (Diagnocat) which will procure a …

Deep learning-based evaluation of the relationship between mandibular third molar and mandibular canal on CBCT

MQ Liu, ZN Xu, WY Mao, Y Li, XH Zhang, HL Bai… - Clinical Oral …, 2022 - Springer
Objectives The objective of our study was to develop and validate a deep learning approach
based on convolutional neural networks (CNNs) for automatic detection of the mandibular …

Fully automatic segmentation of craniomaxillofacial CT scans for computer-assisted orthognathic surgery planning using the nnU-Net framework

G Dot, T Schouman, G Dubois, P Rouch, L Gajny - European radiology, 2022 - Springer
Objectives To evaluate the performance of the nnU-Net open-source deep learning
framework for automatic multi-task segmentation of craniomaxillofacial (CMF) structures in …

Investigation of the best effective fold of data augmentation for training deep learning models for recognition of contiguity between mandibular third molar and inferior …

D Papasratorn, S Pornprasertsuk-Damrongsri… - Clinical Oral …, 2023 - Springer
Objectives This study aimed to train deep learning models for recognition of contiguity
between the mandibular third molar (M3M) and inferior alveolar canal using panoramic …

Artificial Intelligence, Machine Learning, and Neural Network

AH Choi - Bone Remodeling and Osseointegration of Implants, 2023 - Springer
Artificial intelligence or more commonly known as AI is conceived with the intention of
executing numerous specific tasks that normally require human intelligence. Fuzzy logic …

Bone Remodeling and Osseointegration of Implants

RAH Choi - Springer
Originally introduced as a technique used to solve structural mechanics problems, finite
element analysis (FEA) was quickly recognized as a universal procedure of numerical …