AIMC Topic: Root Resorption

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Automatic detection of orthodontically induced external root resorption based on deep convolutional neural networks using CBCT images.

Scientific reports Jul 2, 2025
Orthodontically-induced external root resorption (OIERR) is among the most common risks in orthodontic treatment. Traditional OIERR diagnosis is limited by subjective judgement as well as cumbersome manual measurement. The research aims to develop an...
Neural Networks, Computer Deep Learning Humans Image Processing, Computer-Assisted Orthodontics Root Resorption Convolutional Neural Networks Cone-Beam Computed Tomography
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Quantitative analysis and clinical determinants of orthodontically induced root resorption using automated tooth segmentation from CBCT imaging.

BMC oral health May 8, 2025
BACKGROUND: Orthodontically induced root resorption (OIRR) is difficult to assess accurately using traditional 2D imaging due to distortion and low sensitivity. While CBCT offers more precise 3D evaluation, manual segmentation remains labor-intensive...
Humans Risk Factors Young Adult Retrospective Studies Female Root Resorption Imaging, Three-Dimensional Deep Learning Orthodontics, Corrective Child Adult Adolescent Cone-Beam Computed Tomography Male
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Automatic 3-dimensional quantification of orthodontically induced root resorption in cone-beam computed tomography images based on deep learning.

American journal of orthodontics and dentofacial orthopedics : official publication of the American Association of Orthodontists, its constituent societies, and the American Board of Orthodontics Nov 4, 2024
INTRODUCTION: Orthodontically induced root resorption (OIRR) is a common and undesirable consequence of orthodontic treatment. Traditionally, studies employ manual methods to conduct 3-dimensional quantitative analysis of OIRR via cone-beam computed ...
Retrospective Studies Female Cross-Sectional Studies Image Processing, Computer-Assisted Male Tooth Movement Techniques Humans Deep Learning Orthodontics, Corrective Cone-Beam Computed Tomography Adolescent Tooth Root Imaging, Three-Dimensional Root Resorption
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A hierarchical deep learning approach for diagnosing impacted canine-induced root resorption via cone-beam computed tomography.

BMC oral health Aug 23, 2024
OBJECTIVES: Canine-induced root resorption (CIRR) is caused by impacted canines and CBCT images have shown to be more accurate in diagnosing CIRR than panoramic and periapical radiographs with the reported AUCs being 0.95, 0.49, and 0.57, respectivel...
Root Resorption Cone-Beam Computed Tomography Cuspid Humans Incisor Tooth, Impacted Deep Learning
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An Automatic Grading System for Orthodontically Induced External Root Resorption Based on Deep Convolutional Neural Network.

Journal of imaging informatics in medicine Feb 23, 2024
Orthodontically induced external root resorption (OIERR) is a common complication of orthodontic treatments. Accurate OIERR grading is crucial for clinical intervention. This study aimed to evaluate six deep convolutional neural networks (CNNs) for p...
Orthodontics Deep Learning Humans Root Resorption Image Processing, Computer-Assisted Neural Networks, Computer
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Application of deep learning and feature selection technique on external root resorption identification on CBCT images.

BMC oral health Feb 19, 2024
BACKGROUND: Artificial intelligence has been proven to improve the identification of various maxillofacial lesions. The aim of the current study is two-fold: to assess the performance of four deep learning models (DLM) in external root resorption (ER...
Spiral Cone-Beam Computed Tomography Humans Root Resorption Deep Learning Artificial Intelligence Cone-Beam Computed Tomography
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AI-AIDED VOLUMETRIC ROOT RESORPTION ASSESSMENT FOLLOWING PERSONALIZED FORCES IN ORTHODONTICS: PRELIMINARY RESULTS OF A RANDOMIZED CLINICAL TRIAL.

The journal of evidence-based dental practice Jun 1, 2025
INTRODUCTION: External apical root resorption (EARR) is an undesirable loss of hard tissues of the tooth root frequently affecting to the maxillary incisors. The magnitude of orthodontic forces is a major treatment-related factor associated with EARR...
Root Resorption Incisor Orthodontic Wires Adolescent Cone-Beam Computed Tomography Imaging, Three-Dimensional Tooth Movement Techniques Female Male Humans Artificial Intelligence
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