AIMC Topic: Tooth Extraction

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Insights into Predicting Tooth Extraction from Panoramic Dental Images: Artificial Intelligence vs. Dentists.

Clinical oral investigations Jun 18, 2024
OBJECTIVES: Tooth extraction is one of the most frequently performed medical procedures. The indication is based on the combination of clinical and radiological examination and individual patient parameters and should be made with great care. However...
Humans Artificial Intelligence Radiography, Panoramic Tooth Extraction Dentists Adult Male Female
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Evaluation of different machine learning algorithms for extraction decision in orthodontic treatment.

Orthodontics & craniofacial research May 20, 2024
INTRODUCTION: The extraction decision significantly affects the treatment process and outcome. Therefore, it is crucial to make this decision with a more objective and standardized method. The objectives of this study were (1) to identify the best-pe...
Orthodontics, Corrective Cephalometry Tooth Extraction Adolescent Male Machine Learning ROC Curve Clinical Decision-Making Humans Algorithms Female
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Applications of artificial intelligence for surgical extraction in stomatology: a systematic review.

Oral surgery, oral medicine, oral pathology and oral radiology May 15, 2024
OBJECTIVES: Artificial intelligence (AI) has been extensively used in the field of stomatology over the past several years. This study aimed to evaluate the effectiveness of AI-based models in the procedure, assessment, and treatment planning of surg...
Humans Artificial Intelligence Tooth Extraction Patient Care Planning
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Prediction of extraction difficulty for impacted maxillary third molars with deep learning approach.

Journal of stomatology, oral and maxillofacial surgery Mar 7, 2024
OBJECTIVE: The aim of this study is to determine if a deep learning (DL) model can predict the surgical difficulty for impacted maxillary third molar tooth using panoramic images before surgery.
Deep Learning Adolescent Molar, Third Adult Male Maxilla Tooth Extraction Tooth, Impacted Radiography, Panoramic Female Young Adult Humans
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Risk assessment of inferior alveolar nerve injury after wisdom tooth removal using 3D AI-driven models: A within-patient study.

Journal of dentistry Oct 28, 2023
OBJECTIVE: To compare a three-dimensional (3D) artificial intelligence (AI)- driven model with panoramic radiography (PANO) and cone-beam computed tomography (CBCT) in assessing the risk of inferior alveolar nerve (IAN) injury after mandibular wisdom...
Mandible Risk Assessment Humans Tooth Extraction Molar, Third Radiography, Panoramic Artificial Intelligence Mandibular Nerve Cone-Beam Computed Tomography Trigeminal Nerve Injuries
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Analysis of movements in tooth removal procedures using robot technology.

PloS one May 18, 2023
Being one of the oldest en most frequently performed invasive procedures; the lack of scientific progress of tooth removal procedures is impressive. This has most likely to do with technical limitations in measuring different aspects of these keyhole...
Jaw Mandible Tooth Extraction Movement Robotics
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Diagnostic accuracy of AI in orthodontic extraction decisions: "Are we ready to let Mr. Data run our Enterprise?" A commentary on a systematic review.

Evidence-based dentistry Mar 8, 2023
OBJECTIVE: To collect evidence on the ability of artificial intelligence programs to accurately make extraction decisions in orthodontic treatment planning.
Meta-Analysis as Topic Tooth Extraction Artificial Intelligence Diagnosis, Computer-Assisted Systematic Reviews as Topic Humans
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A deep learning model based on concatenation approach to predict the time to extract a mandibular third molar tooth.

BMC oral health Dec 7, 2022
BACKGROUND: Assessing the time required for tooth extraction is the most important factor to consider before surgeries. The purpose of this study was to create a practical predictive model for assessing the time to extract the mandibular third molar ...
Tooth Extraction Operative Time Artificial Intelligence Humans Deep Learning Molar, Third
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Accuracy of artificial intelligence for tooth extraction decision-making in orthodontics: a systematic review and meta-analysis.

Clinical oral investigations Oct 21, 2022
OBJECTIVE: This study aimed to analyze the accuracy of artificial intelligence (AI) for orthodontic tooth extraction decision-making.
Artificial Intelligence Sensitivity and Specificity Humans Tooth Extraction
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Artificial intelligence in positioning between mandibular third molar and inferior alveolar nerve on panoramic radiography.

Scientific reports Feb 14, 2022
Determining the exact positional relationship between mandibular third molar (M3) and inferior alveolar nerve (IAN) is important for surgical extractions. Panoramic radiography is the most common dental imaging test. The purposes of this study were t...
Data Accuracy Mandibular Nerve Injuries Female Radiography, Panoramic Mandibular Nerve Aged Tooth Extraction Young Adult Cone-Beam Computed Tomography Adult Deep Learning Middle Aged Humans Mandible Male Molar, Third Clinical Decision-Making
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