My research focuses on designing mathematical tools to solve high dimensional problems in the field of signal processing and developing medical devices for clinical use through signal processing, optimization, and machine learning techniques. It includes improving the performance of measurement tools, designing algorithms to process Big Data targeting healthcare systems, and developing mathematical tools for medical treatment devices. (Please visit my homepage for details: https://sites.google.com/view/myungcho/home)