AIMC Topic: Dental Implants

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Deep learning-based dental implant recognition using synthetic X-ray images.

Medical & biological engineering & computing Aug 18, 2022
A novel algorithm for generating artificial training samples from triangulated three-dimensional (3D) surface models within the context of dental implant recognition is proposed. The proposed algorithm is based on the calculation of two-dimensional (...
Dental Implants X-Rays Deep Learning Algorithms
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Construction of a new automatic grading system for jaw bone mineral density level based on deep learning using cone beam computed tomography.

Scientific reports Jul 27, 2022
To develop and verify an automatic classification method using artificial intelligence deep learning to determine the bone mineral density level of the implant site in oral implant surgery from radiographic data obtained from cone beam computed tomog...
Bone Density Deep Learning Artificial Intelligence Humans Mandible Dental Implants Cone-Beam Computed Tomography
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Is attention branch network effective in classifying dental implants from panoramic radiograph images by deep learning?

PloS one Jul 27, 2022
Attention mechanism, which is a means of determining which part of the forced data is emphasized, has attracted attention in various fields of deep learning in recent years. The purpose of this study was to evaluate the performance of the attention b...
Dental Implants Humans ROC Curve Radiography, Panoramic Deep Learning Neural Networks, Computer
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Predicting the risk of dental implant loss using deep learning.

Journal of clinical periodontology Jul 9, 2022
AIM: To investigate the feasibility of predicting dental implant loss risk with deep learning (DL) based on preoperative cone-beam computed tomography.
Cone-Beam Computed Tomography Retrospective Studies Dental Implants Humans ROC Curve Deep Learning Risk Factors
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Prediction of Dental Implants Using Machine Learning Algorithms.

Journal of healthcare engineering Jun 20, 2022
It has been claimed that artificial intelligence (AI) has transformative potential for the healthcare sector by enabling increased productivity and creative methods of delivering healthcare services. Recently, there has been a major shift to artifici...
Algorithms Humans Dental Implants Bayes Theorem Artificial Intelligence Machine Learning
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Guided innovations: Robot-assisted dental implant surgery.

The Journal of prosthetic dentistry May 26, 2022
Dental implants have become the preferred treatment modality for the replacement of missing teeth. The success of implant therapies is dependent on the precision of the implant placement to effectively support prosthetic outcomes that optimize form a...
Dental Implants Dental Implantation, Endosseous Surgery, Computer-Assisted Robotic Surgical Procedures Robotics
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Low-radiation dose scan protocol for preoperative imaging for dental implant surgery using deep learning-based reconstruction in multidetector CT.

Oral radiology Jan 29, 2022
OBJECTIVES: This study aimed to investigate the impact of a deep learning-based reconstruction (DLR) technique on image quality and reduction of radiation exposure, and to propose a low-dose multidetector-row computed tomography (MDCT) scan protocol ...
Multidetector Computed Tomography Radiation Dosage Deep Learning Dental Implants Radiographic Image Interpretation, Computer-Assisted
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A pilot study of a deep learning approach to detect marginal bone loss around implants.

BMC oral health Jan 16, 2022
BACKGROUND: Recently, there has been considerable innovation in artificial intelligence (AI) for healthcare. Convolutional neural networks (CNNs) show excellent object detection and classification performance. This study assessed the accuracy of an a...
Dental Implants Deep Learning Pilot Projects Artificial Intelligence Neural Networks, Computer Humans
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Evaluation of a custom-designed human-robot collaboration control system for dental implant robot.

The international journal of medical robotics + computer assisted surgery : MRCAS Nov 8, 2021
BACKGROUND: The purpose of this study is to develop a methodology to better control a human-robot collaboration for robotic dental implant placement. We have designed a human-robot collaborative implant system (HRCDIS) which is based on a zero-force ...
Robotics Surgery, Computer-Assisted Humans Phantoms, Imaging Robotic Surgical Procedures Dental Implants
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Vertical Deviation Caused by Tightening Torque on Implant Scan Body: An In Vitro Study.

The International journal of prosthodontics Oct 5, 2021
PURPOSE: This study evaluated the effects of manipulator level (ML) on implant scan body (ISB) seating. It also investigated ISB vertical deviation with various levels of tightening torque.
Torque Dental Implants
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