Synthetic Orthopantomography Image Generation Using Generative Adversarial Networks for Data Augmentation
To overcome the scarcity of annotated dental X-ray datasets, this study presents a novel pipeline for generating high-resolution synthetic orthopantomography (OPG) images using customized generative adversarial networks (GANs).
Assessing ChatGPT-4’s performance on the US prosthodontic exam: impact of fine-tuning and contextual prompting vs. base knowledge, a cross-sectional study
Artificial intelligence (AI), such as ChatGPT-4 from OpenAI, has the potential to transform medical education and assessment. However, its effectiveness in specialized fields like prosthodontics, especially when comparing base to fine-tuned models, remains underexplored.
Detection of carotid artery calcifications using artificial intelligence in dental radiographs: a systematic review and meta-analysis
Carotid artery calcifications are important markers of cardiovascular health, often associated with atherosclerosis and a higher risk of stroke. Recent research shows that dental radiographs can help identify these calcifications, allowing for earlier detection of vascular diseases.
The Transformative Role of Artificial Intelligence in Dentistry: A Comprehensive Overview. Part 1: Fundamentals of AI, and its Contemporary Applications in Dentistry
The term artificial intelligence (AI) has been widely used globally for decades. However, the realisation of its unfathomable potential dawned when the generalised use of a large language model (LLM) was first made available to the public in 2022.
The Transformative Role of Artificial Intelligence in Dentistry: A Comprehensive Overview Part 2: The Promise and Perils, and the International Dental Federation Communique
In the final part of this two part article on artificial intelligence (AI) in dentistry we review its transformative role, focusing on AI in dental education, patient communications, challenges of integration, strategies to overcome barriers, ethical considerations, and finally, the recently released International Dental Federation (FDI) Communique (white paper) on AI in Dentistry.
Systematic Review and Meta-Analysis on the Accuracy of Artificial Intelligence Algorithms in Individuals Gender Detection Using Orthopantomograms
The integration of artificial intelligence (AI) into dental imaging has led to significant advancements, particularly in the analysis of panoramic radiographs, also known as orthopantomograms (OPGs).
Deep Learning Architecture to Infer Kennedy Classification of Partially Edentulous Arches Using Object Detection Techniques and Piecewise Annotations
Dental health is integral to overall well-being, with early detection of issues critical for prevention. This research work focuses on utilizing artificial intelligence and deep learning–based object detection techniques for automated detection of common dental issues in orthopantomography x-ray images, including broken roots, periodontally compromised teeth, and the Kennedy classification of partially edentulous arches.
Comparative analysis of deep learning algorithms for dental caries detection and prediction from radiographic images: a comprehensive umbrella review
Artificial intelligence (AI) has become a trending topic in recent years, and its applications are expanding exponentially across various fields worldwide.
Performance of ChatGPT 3.5 and 4 on U.S. dental examinations
Artificial intelligence (AI) has become a trending topic in recent years, and its applications are expanding exponentially across various fields worldwide.
Automated Classification of Partially Edentulous Arches Using Artificial Intelligence
Artificial intelligence (AI) has become a trending topic in recent years, and its applications are expanding exponentially across various fields worldwide.
Integrating Artificial Intelligence in Dental Education
Artificial intelligence (AI) has already begun to revolutionize healthcare, offering unprecedented advancements in diagnosis, treatment planning, and patient care.
Digital Dentistry: Transformation of Oral Health and Dental Education with Technology
Without a doubt, dentistry is quickly modernizing and transitioning to digital technology.