From Tradition to Technology: Robotic Artificial Intelligence in Dental Implantology
Project by Polygence alum Kaitlyn
Project's result
Research Paper
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Summary
Dynamic navigation and haptic robotic systems are transforming the field of periodontology by enhancing the precision of implant placement. This is particularly vital in the maxillofacial region, where a comprehensive understanding of the nerves and vessels is essential to avoid critical structures. This article evaluates the impact of two major robotic systems, X-Guide and Yomi, on implant surgery outcomes, and compares them to the free-hand method. Recent studies reveal that implants placed via freehand techniques have a substantially higher inadequacy rate that is almost 3.5 times higher than robotic surgery placement. The X-Guide dynamic navigation system and Yomi robotics have both proven to enhance accuracy, both achieving mean deviations of no more than 1 mm from pre-planned positions. However, the high costs associated with these technologies may limit access for many practitioners. Despite these challenges, both systems facilitate the completion of complex cases with minimal deviations. In addition, their applications are expanding beyond implantology into areas like endodontics, further demonstrating their potential in modern dental practices.
Gibran
Polygence mentor
DMD Doctor of Dental Medicine
Subjects
Medicine, Biology, Chemistry
Expertise
Dentistry, Chemistry, Surgery, Anatomy, Research, Pathology
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Kaitlyn
Student
Hi! My name is Kaitlyn Huynh, and my Polygence project focuses on the role of dynamic navigation systems and haptic robotics in robotic-assisted implant surgery, specifically systems like YOMI robotics and X-Guide Dynamic Navigation. Growing up in a dental household, I've always been passionate about periodontology and enhancing precision and accuracy in dental procedures. I’m eager to further explore how AI can transform patient care, deepen my knowledge in the biological sciences, and pursue a career in healthcare.
Graduation Year
2025
Project review
“The writing process exceeded my expectations in ways I hadn’t anticipated. Each step was remarkably in-depth, encouraging me to dive far deeper into my ideas and refine my thoughts in a way I hadn’t experienced before. From brainstorming and outlining to multiple rounds of revisions, it challenged me to think critically and creatively, pushing my writing to a level of clarity and sophistication I hadn’t thought possible.”
About my mentor
“Gibran was an incredible mentor who guided me every step of the way. He provided invaluable support with outlining and structuring my ideas, smoothing the writing process. Anytime I had a question, he was there to offer clear guidance, and his encouragement reassured me that I was going in the right direction.”
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