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Artificial Intelligence in Endodontics: Current Applications and Future Directions.

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INTRODUCTION Artificial intelligence (AI) has the potential to replicate human intelligence to perform prediction and complex decision making in healthcare and has significantly increased its presence and relevance in various… Click to show full abstract

INTRODUCTION Artificial intelligence (AI) has the potential to replicate human intelligence to perform prediction and complex decision making in healthcare and has significantly increased its presence and relevance in various tasks and applications in dentistry, especially Endodontics. The aim of this review was to discuss the current Endodontic applications of AI and potential future directions. METHODS Articles that have addressed the applications of AI in Endodontics were evaluated for information pertinent to include in this narrative review. RESULTS AI models, e.g. convolutional neural networks and/or artificial neural networks, have demonstrated various applications in Endodontics such as studying root canal system anatomy, detecting periapical lesions and root fractures, determining working length measurements, predicting the viability of dental pulp stem cells and predicting success of retreatment procedures. The future of this technology was discussed in light of helping with scheduling, treating patients, drug-drug interactions, diagnosis with prognostic values, and robotic-assisted endodontic surgery. CONCLUSION AI demonstrated accuracy and precision in terms of detection, determination and disease prediction in Endodontics. AI can contribute to improvement of diagnosis and treatment that can lead to an increase in the success of Endodontic treatment outcomes. However, it is still necessary to further verify the reliability, applicability and cost-effectiveness of AI models prior to transferring these models into day-to-day clinical practice.

Keywords: intelligence; current applications; intelligence endodontics; future directions; endodontics current; artificial intelligence

Journal Title: Journal of endodontics
Year Published: 2021

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