Prof. Sang Hyun Park
Education
PhD. Electrical and Computer Engineering. Seoul National University (2014)
BS. Electrical and Electronic Engineering. Yonsei University (2008)
Experience
Assistant Professor.Daegu Gyeongbuk Institute of Science & Technology (2017-Present)
Postdoctoral Fellow. SRI International (2016-2017)
Big data processing, Machine Learning, Data Harmonization & Classification, Segmentation, Registration
Postdoctoral Fellow. University of North Carolina at Chapel Hill (2014-2016)
- Medical image processing, Machine learning, Segmentation, Registration
Research Interest
Medical Image Processing
Computer Vision
Machine Learning
Deep Learning
Selected publications
Philip Chikontwe, Miguel Luna, Myeongkyun Kang, Kyung Soo Hong, June Hong Ahn, Sang Hyun Park, "Dual Attention Multiple Instance Learning with Unsupervised Complementary Loss for COVID-19 Screening, " Medical Image Analysis, 2021
Ihsan Ullah, Philip Chikontwe, Hongsoo Choi, Chang Hwan Yoon and Sang Hyun Park, "Synthesize and Segment: Towards Improved Catheter Segmentation via Adversarial Augmentation," Applied Sciences, 2021.
Dongkyu Won, Euijin Jung, Sion An, Philip Chikontwe, Sang Hyun Park, "Low-Dose CT Denoising Using Pseudo-CT Image Pairs," MICCAI PRIME workshop, 2021.
Asaduz Zaman, Sang Hyun Park, Hyunhee Bang, Chul-woo Park, Ilhyung Park, Sanghyun Joung "Generative Approach for Data Augmentation for Deep Learning-Based Bone Surface Segmentation from Ultrasound Images," International Journal of Computer Assisted Radiology and Surgery, May. 2020.
Sang Hyun Park, Yong Zhang, Dongjin Kwon, Qingyu Zhao, Natalie M. Zahr, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl, "Alcohol use effects on adolescent brain development revealed by simultaneously removing confounding factors, identifying morphometric patterns, and classifying individuals," Scientific Reports 8, 8297, May. 2018.
For more publications, please visit:
https://sites.google.com/view/mispl/publications
