Research Articles this October: Insights Shaping the Industry

Insights from recent studies shaping the industry.

• Scarcity of Public Dental Imaging Datasets

An article explores the lack of publicly available dental imaging datasets for AI development, highlighting the need for standardized guidelines to promote robust AI tools in dentistry.

• AI Detects Caries in Pediatric Dentistry

A study demonstrates a high-performing AI model detecting primary proximal caries lesions from bitewing radiographs using a no-code platform, enhancing early intervention.

• Perceptive Technologies' 3D Intraoral OCT Imaging

Perceptive Technologies completes a clinical study on the world's first 3D intraoral OCT imaging system, offering high-sensitivity imaging without radiation.

• Artificial Intelligence in Endodontics

An insightful article covers AI applications in endodontics, discussing data preparation, clinical uses, ethical considerations, limitations, and future directions.

• FDA's Approach to AI in Healthcare

An exploration of the FDA's evolving approach to regulating AI, highlighting the need for flexible, risk-based rules as AI technology diversifies.

• Trustworthy AI in Dentistry

An article discusses the EU's AI Act and its implications for dental AI systems, emphasizing trustworthiness and human-centered AI.

• AI in Dental Education

Dental educators share insights on integrating AI tools like ChatGPT into dental training, highlighting opportunities and the need for clear guidelines.

• ORCHID Database for Oral Cancer Research

Introduction of an Indian dataset with high-magnification images for AI-driven analysis, aiding early detection and research on oral cancers.

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