Anton Spiridonov

Title: Innovations by Anton Spiridonov in Dental Technology

Introduction

Anton Spiridonov is an accomplished inventor based in Cary, NC (US). He has made significant contributions to the field of dental technology, particularly in machine learning applications for tooth assessment. With a total of 3 patents to his name, Spiridonov's work is paving the way for advancements in dental care.

Latest Patents

Among his latest patents is a "Machine learning scoring system and methods for tooth position assessment." This innovative system provides a method for scoring a post-treatment tooth position of a patient's teeth. By utilizing a 3D model of the patient's dentition, raw features are determined, and engineered features are created. These features are then applied to a classifier that generates a post-treatment tooth position score, which includes a label for each tooth and an associated score.

Another notable patent is the "Automatic detection of tooth type and eruption status." This invention outlines systems and methods for detecting the eruption state of a target tooth. By scanning and segmenting a patient's dentition, the system identifies a target tooth and extracts various dental features. The detector can then output the eruption state of the target tooth, providing valuable information for dental professionals.

Career Highlights

Anton Spiridonov is currently employed at Align Technology, Inc., a company known for its innovative solutions in orthodontics. His work at Align Technology has allowed him to apply his expertise in machine learning to real-world dental applications, enhancing patient care and treatment outcomes.

Collaborations

Throughout his career, Spiridonov has collaborated with talented individuals such as Chad Clayton Brown and Guotu Li. These collaborations have contributed to the development of cutting-edge technologies in the dental field.

Conclusion

Anton Spiridonov's contributions to dental technology through his innovative patents demonstrate his commitment to improving patient outcomes. His work in machine learning applications is setting new standards in the assessment and treatment of dental conditions.