Journal Publications

  1. Wanqi Yang, Yinghuan Shi, Sang Hyun Park, Ming Yang, Yang Gao, and Dinggang Shen, "An Effective MR-Guided CT Network Training for Segmenting Prostate in CT Images," IEEE Journal of Biomedical and Health Informatics, accepted..
  2. Donggyu Won, Hyun-Joo Lee, Suk-Joong Lee, Sang Hyun Park, "Spinal Stenosis Grading in Magnetic Resonance Imaging using Deep Convolutional Neural Networks," Spine, accepted..
  3. Yae Won Park, Soopil Kim, Sung Soo Ahn, Kyunghwa Han, Seok-Gu Kang, Jong Hee Chang, Se Hoon Kim, Seung-Koo Lee, Sang Hyun Park, "Magnetic Resonance Imaging-based 3-Dimensional Fractal Dimension and Lacunarity Analyses may Predict the Meningioma Grade," European Radiology, accepted..
  4. Ihsan Ullah Khan, Philip ChikonTwe, Sang Hyun Park, "Real-time Tracking of Guidewire Robot Tips using Deep Convolutional Neural Networks on Successive Localized Frames," IEEE Access, vol. 7, pp.159743-159753, Oct. 2019.
  5. Hugo J. Kuijf, J. Matthijs Biesbroek, Jeroen de Bresser, Rutger Heinen, Simon Andermatt, Mariana Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso, Adria Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Llado, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, Sebastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park et al., "Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge," IEEE Transactions on Medical Imaging, Mar. 2019
  6. Euijin Jung, Philip ChikonTwe, Xiaopeng Zong, Weili Lin, Dinggang Shen, Sang Hyun Park, "Enhancement of Perivascular Spaces using Densely Connected Deep Convolutional Neural Network”, IEEE Access, vol. 7, pp.18382-18391, Feb. 2019.
  7. 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.
  8. Zhengwang Wu, Yanrong Guo, Sang Hyun Park, Yaozong Gao, Pei Dong, Seong-Whan Lee, Dinggang Shen, "Robust Brain ROI Segmentation by Deformation Regression and Deformable Shape Model," Medical Image Analysis, vol. 43, pp. 198-213, Jan. 2018.
  9. Adolf Pfefferbaum, Dongjin Kwon, Ty Brumback, Wesley K. Thomson, Kevin Cummins, Susan F. Tapert, Sandra A. Brown, Ian M. Colrain, Fiona C. Baker, Devin Prouty, Michael D. De Bellis, Duncan B. Clark, Bonnie J. Nagel, Weiwei Chu, Sang Hyun Park, Kilian M. Pohl, Edith V. Sullivan, "Altered Brain Developmental Trajectories in Adolescents after Initiating Drinking," The American Journal of Psychiatry, Volume 175, Issue 4, pp 370-380, April 01, 2018.
  10. Yingkun Hou*, Sang Hyun Park*(co-first author), Qian Wang, Jun Zhang, Xiaopeng Zong, Weili Lin, Dinggang Shen, "Enhancement of Perivascular Spaces in 7T MR Image using Haar Transform of Non-local Cubes and Block-matching Filtering," Scientific Reports 7, 8569, Aug. 2017.
  11. Jun Zhang, Yaozong Gao, Sang Hyun Park, Xiaopeng Zong, Weili Lin, Dinggang Shen, "Structured Learning for 3D Perivascular Spaces Segmentation Using Vascular Features," IEEE Transactions on Biomedical Engineering, vol. 64, no. 12, pp. 2803-2812, Dec. 2017.
  12. Sang Hyun Park, Xiaopeng Zong, Yaozong Gao, Weili Lin, Dinggang Shen, "Segmentation of perivascular spaces in 7T MR images using auto-context model with orientation-normalized features," NeuroImage, vol. 134, pp. 223-235, Jul. 2016.
  13. Sang Hyun Park, Yaozong Gao, Dinggang Shen, "Multi-atlas based segmentation editing with interaction-guided patch selection and label fusion," IEEE Transactions on Biomedical Engineering, vol. 63, no. 6, pp. 1208-1219, Jun. 2016.
  14. Xiaopeng Zong, Sang Hyun Park, Dinggang Shen, Weili Lin, "Visualization of perivascular spaces in the human brain at 7T: sequence optimization and morphology characterization," NeuroImage, vol. 125, pp. 895-902, Jan. 2016.
  15. Sang Hyun Park, Soochahn Lee, Il Dong Yun, Sang Uk Lee, "Structured patch model for a unified automatic and interactive segmentation framework," Medical Image Analysis, vol. 24, no. 1, pp.297-312, Sep. 2015.
  16. Sang Hyun Park, Yaozong Gao, Yinghuan Shi, Dinggang Shen, "Interactive prostate segmentation using atlas-guided semi-supervised learning and adaptive feature selection," Medical Physics, vol. 41, no. 11, pp.111715, Nov. 2014.
  17. Sang Hyun Park, Soochahn Lee, Il Dong Yun, Sang Uk Lee, "Hierarchical MRF of globally consistent localized classifiers for 3D medical image segmentation," Pattern Recognition, vol. 46, no. 9, pp.2408-2419, Sep. 2013.
  18. Soochahn Lee, Sang Hyun Park, Il Dong Yun, Sang Uk Lee, "Optimization of local shape and appearance probabilities for segmentation of knee cartilage in 3-D MR images," Computer Vision and Image Understanding, vol. 115, no. 12, pp.1710-1720, Dec. 2011.