AIMC Topic: Dental Implants

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Performance of two different artificial intelligence models in dental implant planning among four different implant planning software: a comparative study.

BMC oral health Jul 2, 2025
BACKGROUND: The integration of artificial intelligence (AI) in dental implant planning has emerged as a transformative approach to enhance diagnostic accuracy and efficiency. This study aimed to evaluate the performance of two object detection models...
Artificial Intelligence Software Humans Radiography, Panoramic Dental Implants Cone-Beam Computed Tomography Patient Care Planning Image Processing, Computer-Assisted
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Comparison of responses from different artificial intelligence-powered chatbots regarding the All-on-four dental implant concept.

BMC oral health Jun 5, 2025
BACKGROUND: Recent advancements in Artificial Intelligence (AI) have transformed the healthcare field, particularly through chatbots like ChatGPT, OpenEvidence, and MediSearch. These tools analyze complex data to aid clinical decision-making, enhanci...
Dental Implants Humans Artificial Intelligence Surveys and Questionnaires Generative Artificial Intelligence
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Development and precision evaluation of a robotic system for oral implant surgery using personalized digital guides and optical spatial positioning technology.

PloS one Apr 29, 2025
Oral implant surgery demands a high level of precision and expertise, making the integration of robotic assistance an optimal solution. This study introduces an innovative dental implant robotic system designed to enhance accuracy during cavity prepa...
Dental Implants Robotic Surgical Procedures Calibration Surgery, Computer-Assisted Humans Robotics
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Optimized classification of dental implants using convolutional neural networks and pre-trained models with preprocessed data.

BMC oral health Apr 11, 2025
OBJECTIVE: This study evaluates the performance of various classifiers and pre-trained models for dental implant state classification using preprocessed radiography images with masks.
Humans Convolutional Neural Networks Decision Trees Dental Implants Image Processing, Computer-Assisted Support Vector Machine
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Evaluation of artificial intelligence robot's knowledge and reliability on dental implants and peri-implant phenotype.

Scientific reports Mar 19, 2025
The aim of this study was to evaluate the reliability and quality of information generated by ChatGPT regarding dental implants and peri-implant phenotypes. A structured questionnaire on these topics was presented to the AI-based chatbot, and its res...
Robotics Dental Implants Middle Aged Surveys and Questionnaires Adult Humans Male Artificial Intelligence Female Phenotype Reproducibility of Results
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Progressive multi-task learning for fine-grained dental implant classification and segmentation in CBCT image.

Computers in biology and medicine Mar 12, 2025
With the ongoing advancement of digital technology, oral medicine transitions from traditional diagnostics to computer-assisted diagnosis and treatment. Identifying dental implants in patients without records is complex and time-consuming. Accurate i...
Dental Implants Cone-Beam Computed Tomography Image Processing, Computer-Assisted Humans Deep Learning
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Improving machine learning-based bitewing segmentation with synthetic data.

Journal of dentistry Mar 9, 2025
OBJECTIVES: Class imbalance in datasets is one of the challenges of machine learning (ML) in medical image analysis. We employed synthetic data to overcome class imbalance when segmenting bitewing radiographs as an exemplary task for using ML.
Humans Dental Implants Machine Learning Image Processing, Computer-Assisted
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Deep learning-based prediction of possibility for immediate implant placement using panoramic radiography.

Scientific reports Feb 12, 2025
In this study, we investigated whether deep learning-based prediction of immediate implant placement is possible. Panoramic radiographs of 201 patients with 874 teeth (Group 1: 440 teeth difficult to place implant immediately after extraction, Group ...
Immediate Dental Implant Loading Radiography, Panoramic Dental Implants Middle Aged Humans Adult Deep Learning Female Male Aged
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Precise multi-factor immediate implant placement decision models based on machine learning.

Scientific reports Feb 12, 2025
This study aims to explore the effect of implant apex design, osteotomy preparation, intraosseous depth and bone quality on immediate implant placement insertion torque and establish a more sophisticated decision model with multi-factor analysis base...
Humans Machine Learning Decision Trees Torque Osteotomy Dental Implantation, Endosseous Dental Implants
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Optimizing dental implant identification using deep learning leveraging artificial data.

Scientific reports Jan 29, 2025
This study aims to evaluate the potential enhancement in implant classification performance achieved by incorporating artificially generated images of commercially available products into a deep learning process of dental implant classification using...
Dental Implants Imaging, Three-Dimensional Radiography, Panoramic Humans Deep Learning
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