Hyunwoo Cho
Ph.D. Candidate - Department of Electronic Engineering, Sogang University, Republic of Korea
Researcher - Institute of Integrated Biotechnology, Sogang University, Republic of Korea
E-mail: hyunwoocho@sogang.ac.krÂ
Key Research Interests
Deep learning based medical image analysis
Automatic measurement of clinical parameters using deep learning based segmentation and detection
Controllable computation algorithms for clinically reliable medical image analysis
Deep learning driven ultrasound imaging
Unsupervised and self-supervised learning for high-quality ultrasound image reconstruction
Deep learning based inverse problem solving for artifact reduction
Deep learning based quantitative imaging and perfusion imaging
Data-efficient and computation-efficient deep learning
Physics-informed pseudo data generation for data-efficient deep learning
Unsupervised and self-supervised learning for medical image analysis
Model compression and acceleration using hardware accelerators
Hardware-aware neural architecture searching for medical applications
Education
Ph.D., Department of Electronic Engineering, Sogang University, Seoul, Korea (2020-)
B.E., Department of Electronic Engineering, Sogang University, Seoul, Korea (2015-2020)
Awards
Best Paper Award, Department of Electronic Engineering, Sogang University, 2023.
The Young Investigator Prize, The 19th World Federation for Ultrasound in Medicine and Biology Congress (WFUMB), 2023.
Best Poster Award, International Symposium on Integrated Medical Solutions (iSims), 2023.
Young Investigator Award - Gold, The 54th Annual Congress of Korean Society of Ultrasound in Medicine (KSUM), 2023.
Community Involvement
Reviewer, Computers in Biology and Medicine (Elsevier)
Reviewer, Expert Systems with Applications (Elsevier)
Reviewer, Access (IEEE)
Reviewer, Biomedical Engineering Letters (Springer)
Student Member, IEEE