Instant Smile Analysis and Design Using Artificial Intelligence and Deep Learning Techniques
摘要
In the dynamic landscape of contemporary dentistry, our transformative dental software stands as a beacon of technological innovation, benefiting both patients and doctors alike. Seamlessly integrating artificial intelligence (AI) with dental expertise, our pioneering application aims to revolutionize patient communication, diagnostic precision, and treatment planning. Central to its capabilities is the novel inclusion of a visualization feature, empowering patients to participate actively in their treatment decisions. This is facilitated through detailed diagnostic reports that visualize potential aesthetic and health issues. This immersive experience fosters a deeper understanding of proposed adjustments and instills confidence and trust in the treatment process. Simultaneously, the proposed software-based system offers unparalleled diagnostic accuracy for dental practitioners through its AI tooth analysis component, utilizing deep learning algorithms to analyze dental images meticulously. The proposed model constructing based on advanced AI algorithms within a dedicated dental software platform. The proposed model-based software addresses the limitations of conventional patient communication and the need for heightened diagnostic precision in treatment planning. This encompassing solution transcends the boundaries of traditional practice, providing an innovative tool for both patients and doctors. Furthermore, our commitment to enhancing the model’s performance includes incorporating additional and most critical features for smile design such as Facial Midline, Lip line, Smile arc, Cant of occlusal plane, Buccal corridor, and other necessary dental parameters. These new features expand the scope of the software, allowing for more comprehensive and personalized treatment simulations, ultimately contributing to an enriched experience. As we navigate the intersection of technological advancement and evidence-based dental practice, this project emerges not only as a sophisticated tool for dental professionals but also as a catalyst for a paradigm shift in patient-centered care. By integrating the visualization feature, our application strives to empower patients, enabling them to appreciate and actively participate in the improvements made to their oral health with newfound clarity and confidence.