1. Journal Articles50

  Department of Robotics and Mechatronics Engineering Medical Image & Signal Processing Lab

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Article
Generative approach for data augmentation for deep learning-based bone surface segmentation from ultrasound images
  • Zama, Asaduz ; 
  • Park, Sang Hyun ; 
  • Bang, Hyunhee ; 
  • Park, Chul-woo ; 
  • Park, Ilhyung ; 
  • Joung, Sanghyun
  • 2020-06
  • Zama, Asaduz. (2020-06). Generative approach for data augmentation for deep learning-based bone surface segmentation from ultrasound images. International Journal of Computer Assisted Radiology and Surgery, 15, 931–941. doi: 10.1007/s11548-020-02192-1
  • Springer Nature
  • View : 896
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Article
Editorial: Predictive Intelligence in Biomedical and Health Informatics
  • Adeli, E. ; 
  • Rekik, S. H. ; 
  • Park, Sang Hyun ; 
  • Shen, D.
  • 2020-02
  • Adeli, E. (2020-02). Editorial: Predictive Intelligence in Biomedical and Health Informatics. IEEE Journal of Biomedical and Health Informatics, 24(2), 333–335. doi: 10.1109/JBHI.2019.2962852
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 634
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Article
Preface
  • Rekik I. ; 
  • Adeli E. ; 
  • Park, Sang Hyun
  • 2019
  • Rekik I. (2019). Preface.
  • Springer
  • View : 567
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Real-time Tracking of Guidewire Robot Tips using Deep Convolutional Neural Networks on Successive Localized Frames

Article
Real-time Tracking of Guidewire Robot Tips using Deep Convolutional Neural Networks on Successive Localized Frames
  • Ullah, Ihsan ; 
  • Chikontwe, Philip ; 
  • Park, Sang Hyun
  • 2019-10
  • Ullah, Ihsan. (2019-10). Real-time Tracking of Guidewire Robot Tips using Deep Convolutional Neural Networks on Successive Localized Frames. IEEE Access, 7, 159743–159753. doi: 10.1109/ACCESS.2019.2950263
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 808
  • Download : 391
Article
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge
  • Kuijf, Hugo J. ; 
  • Biesbroek, J. Matthijs ; 
  • de Bresser, Jeroen ; 
  • Heinen, Rutger ; 
  • Andermatt, Simon ; 
  • Bento, Mariana ; 
  • Berseth, Matt ; 
  • Belyaev, Mikhail ; 
  • Cardoso, M. Jorge ; 
  • Casamitjana, Adria ; 
    • et al
  • 2019-11
  • Kuijf, Hugo J. (2019-11). Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. doi: 10.1109/TMI.2019.2905770
  • Institute of Electrical and Electronics Engineers
  • View : 634
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Enhancement of Perivascular Spaces Using Densely Connected Deep Convolutional Neural Network

Article
Enhancement of Perivascular Spaces Using Densely Connected Deep Convolutional Neural Network
  • Jung, Euijin ; 
  • Chikontwe, Philip ; 
  • Zong, Xiaopeng ; 
  • Lin, Weili ; 
  • Shen, Dinggang ; 
  • Park, Sang Hyun
  • 2019-02
  • Jung, Euijin. (2019-02). Enhancement of Perivascular Spaces Using Densely Connected Deep Convolutional Neural Network. IEEE Access, 7, 18382–18391. doi: 10.1109/ACCESS.2019.2896911
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 938
  • Download : 349

Alcohol use effects on adolescent brain development revealed by simultaneously removing confounding factors, identifying morphometric patterns, and classifying individuals

Article
Alcohol use effects on adolescent brain development revealed by simultaneously removing confounding factors, identifying morphometric patterns, and classifying individuals
  • Park, Sang Hyun ; 
  • Zhang, Yong ; 
  • Kwon, Dongjin ; 
  • Zhao, Qingyu ; 
  • Zahr, Natalie M. ; 
  • Pfefferbaum, Adolf ; 
  • Sullivan, Edith V. ; 
  • Pohl, Kilian M.
  • 2018-05
  • Park, Sang Hyun. (2018-05). Alcohol use effects on adolescent brain development revealed by simultaneously removing confounding factors, identifying morphometric patterns, and classifying individuals. doi: 10.1038/s41598-018-26627-7
  • Nature Publishing Group
  • View : 747
  • Download : 174
Article
Altered brain developmental trajectories in adolescents after initiating drinking
  • Pfefferbaum, Adolf ; 
  • Kwon, Dong Jin ; 
  • Brumback, Ty ; 
  • Thompson, Wesley K. ; 
  • Cummins, Kevin ; 
  • Tapert, Susan F. ; 
  • Brown, Sandra A. ; 
  • Colrain, Ian M. ; 
  • Baker, Fiona C. ; 
  • Prouty, Devin ; 
    • et al
  • 2018-04
  • Pfefferbaum, Adolf. (2018-04). Altered brain developmental trajectories in adolescents after initiating drinking. doi: 10.1176/appi.ajp.2017.17040469
  • American Psychiatric Association
  • View : 815
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Article
Robust brain ROI segmentation by deformation regression and deformable shape model
  • Wu, Zhengwang ; 
  • Guo, Yanrong ; 
  • Park, Sang Hyun ; 
  • Gao, Yaozong ; 
  • Dong, Pei ; 
  • Lee, Seong Whan ; 
  • Shen, Dinggang
  • 2018-01
  • Wu, Zhengwang. (2018-01). Robust brain ROI segmentation by deformation regression and deformable shape model. doi: 10.1016/j.media.2017.11.001
  • ELSEVIER SCIENCE BV
  • View : 947
  • Download : 0

Enhancement of Perivascular Spaces in 7 T MR Image using Haar Transform of Non-local Cubes and Block-matching Filtering

Article
Enhancement of Perivascular Spaces in 7 T MR Image using Haar Transform of Non-local Cubes and Block-matching Filtering
  • Hou, Yingkun ; 
  • Park, Sang Hyun ; 
  • Wang, Qian ; 
  • Zhang, Jun ; 
  • Zong, Xiaopeng ; 
  • Lin, Weili ; 
  • Shen, Dinggang
  • 2017-08
  • Hou, Yingkun. (2017-08). Enhancement of Perivascular Spaces in 7 T MR Image using Haar Transform of Non-local Cubes and Block-matching Filtering. Scientific Reports, 7(1). doi: 10.1038/s41598-017-09336-5
  • Nature Publishing Group
  • View : 883
  • Download : 203
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