AIMC Topic: Dental Pulp Cavity

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Detection of pulpal calcifications on bite-wing radiographs using deep learning.

Clinical oral investigations Dec 23, 2022
OBJECTIVES: Pulpal calcifications are discrete hard calcified masses of varying sizes in the dental pulp cavity. This study is aimed at measuring the performance of the YOLOv4 deep learning algorithm to automatically determine whether there is calcif...
Deep Learning Dental Pulp Cavity Radiography Dental Pulp Calcification Humans
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Development and Validation of a Visually Explainable Deep Learning Model for Classification of C-shaped Canals of the Mandibular Second Molars in Periapical and Panoramic Dental Radiographs.

Journal of endodontics Apr 12, 2022
INTRODUCTION: The purpose of this study was to develop and validate a visually explainable deep learning model for the classification of C-shaped canals of the mandibular second molars in dental radiographs.
Dental Pulp Cavity Cone-Beam Computed Tomography Mandible Humans Deep Learning Molar Tooth Root
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Impact of Endodontic Kinematics on Stress Distribution During Root Canal Treatment: Analysis of Photoelastic Stress.

Journal of endodontics Oct 23, 2021
INTRODUCTION: Structural defects created by endodontic treatment are the most common cause of major dental failures. This study analyzed levels of stress produced by endodontic instruments during the root canal treatment by photoelastic analysis of s...
Titanium Nickel Equipment Design Root Canal Preparation Dental Alloys Humans Biomechanical Phenomena Dental Pulp Cavity
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Can Ethanolic Leaf Extract of Olive or Black Mulberry Substitute Sodium Hypochlorite as a Root Canal Irrigant? An Study.

The journal of contemporary dental practice Oct 1, 2021
AIM: This study aimed to evaluate (olive) leaves and (black mulberry) leaves as potential natural alternatives to sodium hypochlorite (NaOCl) endodontic irrigant. Their antimicrobial activity against () and their effects on both root dentin microh...
Morus Sodium Hypochlorite Dental Pulp Cavity Olea Dentin Plant Extracts Root Canal Preparation Enterococcus faecalis Root Canal Irrigants
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A Deep Learning Approach to Segment and Classify C-Shaped Canal Morphologies in Mandibular Second Molars Using Cone-beam Computed Tomography.

Journal of endodontics Sep 24, 2021
INTRODUCTION: The identification of C-shaped root canal anatomy on radiographic images affects clinical decision making and treatment. The aims of this study were to develop a deep learning (DL) model to classify C-shaped canal anatomy in mandibular ...
Cone-Beam Computed Tomography Tooth Root Mandible Molar Deep Learning Dental Pulp Cavity
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Micro-Computed Tomography-Guided Artificial Intelligence for Pulp Cavity and Tooth Segmentation on Cone-beam Computed Tomography.

Journal of endodontics Sep 11, 2021
INTRODUCTION: This study proposes a novel data pipeline based on micro-computed tomographic (micro-CT) data for training the U-Net network to realize the automatic and accurate segmentation of the pulp cavity and tooth on cone-beam computed tomograph...
Tooth Artificial Intelligence Dental Pulp Cavity Cone-Beam Computed Tomography Image Processing, Computer-Assisted X-Ray Microtomography
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Deep-learning for predicting C-shaped canals in mandibular second molars on panoramic radiographs.

Dento maxillo facial radiology Jan 6, 2021
OBJECTIVE: The aim of this study was to evaluate the use of a convolutional neural network (CNN) system for predicting C-shaped canals in mandibular second molars on panoramic radiographs.
Cone-Beam Computed Tomography Mandible Radiography, Panoramic Molar Humans Deep Learning Dental Pulp Cavity Tooth Root
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Age estimation based on 3D pulp chamber segmentation of first molars from cone-beam-computed tomography by integrated deep learning and level set.

International journal of legal medicine Nov 13, 2020
OBJECTIVES: To develop an automatic segmentation method to segment the pulp chamber of first molars from 3D cone-beam-computed tomography (CBCT) images, and to estimate ages by calculated pulp volumes.
Linear Models Age Determination by Teeth Molar Child Cone-Beam Computed Tomography Imaging, Three-Dimensional Adult Male Middle Aged Deep Learning Dental Pulp Cavity Adolescent Female Aged Young Adult Humans Retrospective Studies
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A deep-learning artificial intelligence system for assessment of root morphology of the mandibular first molar on panoramic radiography.

Dento maxillo facial radiology Nov 9, 2018
OBJECTIVES:: The distal root of the mandibular first molar occasionally has an extra root, which can directly affect the outcome of endodontic therapy. In this study, we examined the diagnostic performance of a deep learning system for classification...
Tooth Root Humans Middle Aged Dental Pulp Cavity Radiography, Panoramic Cone-Beam Computed Tomography Young Adult Artificial Intelligence Mandible Molar Adolescent Adult Retrospective Studies Male Female
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Antimicrobial efficacy of the EndoVac system plus PDT against intracanal Candida albicans: an ex vivo study.

Brazilian oral research Oct 9, 2015
This study evaluated the ex vivoantimicrobial efficacy of the EndoVac system and the photodynamic therapy (PDT) associated with chemomechanical debridement (CMD) and intracanal medication on Candida albicans. Seventy-eight sterile premolars were cont...
Calcium Hydroxide Root Canal Therapy Photochemotherapy Sodium Hypochlorite Time Factors Humans Colony Count, Microbial Materials Testing Disinfectants Random Allocation Treatment Outcome Reproducibility of Results Reference Values Debridement Candida albicans Statistics, Nonparametric Dental Pulp Cavity Root Canal Irrigants
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