Tae Kyoung Ha

Title: Innovations by Tae Kyoung Ha in Sleep Disorder Detection

Introduction

Tae Kyoung Ha is an innovative inventor based in Seoul, South Korea. He has made significant contributions to the field of data processing, particularly in the area of sleep disorder detection. His work focuses on utilizing advanced technologies to improve the understanding and diagnosis of sleep-related issues.

Latest Patents

Tae Kyoung Ha holds a patent for a "Data processing apparatus for automatically determining sleep disorder using deep learning and operation method of the data processing apparatus." This invention includes a signal data processor that collects signal data detected through polysomnography. It extracts feature data by analyzing the characteristics of the collected signal data and transforms this data into time series format. The apparatus also features a sleep stage classification model processor that inputs the processed signal data into a pre-generated model to classify sleep stages corresponding to the signal data. This innovative approach utilizes electroencephalographic (EEG), electro-oculographic (EOG), and electromyographic (EMG) signals to enhance the accuracy of sleep disorder detection. Tae Kyoung Ha has 1 patent to his name.

Career Highlights

Tae Kyoung Ha is currently associated with Honeynaps Co., Ltd., where he continues to develop cutting-edge technologies aimed at improving sleep health. His work is characterized by a strong emphasis on integrating deep learning techniques into practical applications.

Collaborations

Tae Kyoung Ha collaborates with Young Jun Lee, contributing to the advancement of their projects and enhancing the overall innovation process within their company.

Conclusion

Tae Kyoung Ha's contributions to the field of sleep disorder detection through his innovative patent demonstrate his commitment to improving health technologies. His work exemplifies the potential of deep learning in transforming how sleep disorders are diagnosed and treated.