Jung-Min Hwang

Title: Innovations of Jung-Min Hwang in Automated Tooth Segmentation

Introduction

Jung-Min Hwang is a notable inventor based in Seoul, South Korea. He has made significant contributions to the field of dental technology through his innovative methods. His work focuses on utilizing deep learning techniques to enhance the accuracy and efficiency of dental imaging.

Latest Patents

Hwang holds a patent for a method titled "Method for automated tooth segmentation of three-dimensional scan data using deep learning and computer-readable medium having program for performing the method." This patent describes a sophisticated approach to automated tooth segmentation, which includes determining the U-shape of teeth in input scan data. The method involves a U-shape normalization operation to generate first scan data, followed by a teeth and gum normalization operation to set a region of interest based on landmarks formed on the tooth. The second scan data is then inputted into a convolutional neural network to label the teeth and gums, ultimately extracting the boundary between them.

Career Highlights

Hwang's career is marked by his dedication to advancing dental imaging technologies. His innovative methods have the potential to significantly improve the accuracy of dental diagnostics and treatment planning. He is currently associated with Imagoworks Inc., where he continues to develop cutting-edge solutions in this domain.

Collaborations

Hwang collaborates with talented individuals in his field, including Eungjune Shim and Youngjun Kim. Their combined expertise contributes to the success of their projects and the advancement of dental technology.

Conclusion

Jung-Min Hwang's contributions to automated tooth segmentation through deep learning represent a significant advancement in dental technology. His innovative methods and collaborative efforts continue to shape the future of dental imaging.