AIMC Topic: Root Canal Therapy
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Deep learning algorithms for detecting fractured instruments in root canals.
BMC oral health
Feb 23, 2025
BACKGROUND: Identifying fractured endodontic instruments (FEIs) in periapical radiographs (PAs) is a critical yet challenging aspect of root canal treatment (RCT) due to anatomical complexities and overlapping structures. Deep learning (DL) models of...
Robot-Assisted Endodontic Retreatment: A Case Report with Clinical Considerations.
Journal of endodontics
Jan 27, 2025
Fiber posts present significant challenges for nonsurgical endodontic retreatment, as improper removal may result in iatrogenic root perforation or even root fracture. Recently, robotic technology has attracted considerable attention in dentistry and...
Development and evaluation of a deep learning segmentation model for assessing non-surgical endodontic treatment outcomes on periapical radiographs: A retrospective study.
PloS one
Dec 31, 2024
This study aimed to evaluate the performance of a deep learning-based segmentation model for predicting outcomes of non-surgical endodontic treatment. Preoperative and 3-year postoperative periapical radiographic images of each tooth from routine roo...
Robot-Assisted and Haptic-Guided Endodontic Surgery: A Case Report.
Journal of endodontics
Jan 26, 2024
There has been a significant increase in robot-assisted dental procedures in the past decade, particularly in the area of robot-assisted implant placement. The objective of this case report was to assess the initial use of the Yomi Robot's assistance...
Artificial Intelligence and Its Application in Endodontics: A Review.
The journal of contemporary dental practice
Nov 1, 2023
AIM AND BACKGROUND: Artificial intelligence (AI) since it was introduced into dentistry, has become an important and valuable tool in many fields. It was applied in different specialties with different uses, for example, in diagnosis of oral cancer, ...
Artificial intelligence: is it more accurate than endodontists in root canal therapy?
Evidence-based dentistry
May 23, 2023
DATA SOURCES: The following databases were electronically searched (up to 20 March 2022): PubMed, Scopus, Google Scholar, and Cochrane Library. This was followed by hand-searching the reference lists of the included articles. The search was restricte...
An Endodontic Forecasting Model Based on the Analysis of Preoperative Dental Radiographs: A Pilot Study on an Endodontic Predictive Deep Neural Network.
Journal of endodontics
Apr 4, 2023
INTRODUCTION: This study aimed to evaluate the use of deep convolutional neural network (DCNN) algorithms to detect clinical features and predict the three-year outcome of endodontic treatment on preoperative periapical radiographs.
Evaluation of the Diagnostic and Prognostic Accuracy of Artificial Intelligence in Endodontic Dentistry: A Comprehensive Review of Literature.
Computational and mathematical methods in medicine
Jan 31, 2023
AIM: This comprehensive review is aimed at evaluating the diagnostic and prognostic accuracy of artificial intelligence in endodontic dentistry.
The efficiency of artificial intelligence methods for finding radiographic features in different endodontic treatments - a systematic review.
Acta odontologica Scandinavica
Dec 22, 2022
OBJECTIVES: To assess the efficiency of AI methods in finding radiographic features in Endodontic treatment considerations.
AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy.
IEEE journal of biomedical and health informatics
Apr 14, 2022
Accurate evaluation of the treatment result on X-ray images is a significant and challenging step in root canal therapy since the incorrect interpretation of the therapy results will hamper timely follow-up which is crucial to the patients' treatment...
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