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이혜경 (Hye Kyoung Lee, Ph.D.)

전문분야 : 기계학습 / 뇌연결망

Total 36 / 2 page

16
- 16
- Weighted functional brain network modeling via network filtration
  
  Hyekyoung Lee, Hyejin Kang, Moo K. Chung, Bung-Nyun Kim, Dong Soo Lee
  
  Weighted functional brain network modeling via network filtration
15
- 15
- Persistent homological approach to detecting white mat- ter abnormality in maltreated children: MRI and DTI multimodal study
  
  Moo K. Chung, J. L. Hanson, Hyekyoung Lee, N. Adluru, A. L. Alexander, R. J. Da vidson, S. D. Pallak
  
  16th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI). Lecture Notes in Computer Science (LNCS) 8149:300- 307, 2013 (acceptance 32.8 %).
14
- 14
- Hole detec- tion in metabolic connectivity of Alzheimer’s disease using k-Laplacian
  
  Hyekyoung Lee, Moo K. Chung, Hyejin Kang, and Dong Soo Lee
  
  17th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), vol. 17 (Pt 3), pp. 297-304, 2014.
13
- 13
- Nonnegative tensor factorization for continuous EEG classification
  
  Hyekyoung Lee, Yong-Deok Kim, Andrzej Cicho c ki, Seungjin Choi
  
  International Journal of Neural Systems, vol. 17, no. 4, pp. 305-317, August 2007.
12
- 12
- Nonnegative matrix factorization with alpha-divergence
  
  Andrzej Cicho c ki, Hyekyoung Lee, Yong-Deok Kim, Seungjin Choi
  
  Pattern Recognition Letters, vol. 29, no. 9, pp. 1433-1440, July 2008.
11
- 11
- Noninvasive BCIs: Multiway signal-processing array decomposi- tions
  
  Andrzej Cicho c ki, Yoshikazu Washiza w a, Tomasz Rutk owski, Ho vagim Bakard- jian, Anh-Huy Phan, Seungjin Choi, Hyekyoung Lee, Qibin Zhao, Liqing Zhang, Yuanqing Li
  
  IEEE Computer, vol. 41, no. 10, pp. 34-42, October 2008.
10
- 10
- Kernel nonnegative matrix factorization for spectral EEG feature extraction
  
  Hyekyoung Lee, Andrzej Cichocki, Seungjin Choi
  
  Neurocomputing, vol. 72, pp. 3182-3190, August 2009.
9
- 9
- Semi-supervised nonnegative matrix factorization
  
  Hyekyoung Lee, Jiho Yoo, Seungjin Choi
  
  Semi-supervised nonnegative matrix factorization
8
- 8
- Sparse brain network recovery under compressed sensing
  
  Hyekyoung Lee, Dong Soo Lee, Hyejin Kang, Bung-Nyun Kim, Moo K. Chung
  
  IEEE Transactions on Medical Imaging, vol. 30, pp. 1154-1165, May 2011.
7
- 7
- Persistent brain network homology from the perspective of dendrogram,
  
  Hyekyoung Lee, Moo K. Chung, Hyejin Kang, Bung-Nyun Kim, Dong Soo Lee
  
  IEEE Transactions on Medical Imaging, vol. 31, pp. 2267-2277, Dec. 2012.
6
- 6
- Abnormal metabolic connectivity in the pilocarpine-induced epilepsy rat model: A multi- scale network analysis based on persistent homology
  
  Hongy o on Choi, Yu Kyeong Kim, Hyejin Kang, Hyekyoung Lee, Hyung-Jun Im, Do Won Hwang, E. Edmund Kim, June-Key Chung, Dong Soo Lee
  
  NeuroImage, vol. 99, pp. 226-236, Oct. 2014.
5
- 5
- Morphological brain network assessed using graph theory and network filtration in deaf adults
  
  Eunkyung Kim, Hyejin Kang, Hyekyoung Lee, Hyo-Jeong Lee, Myung-Whan Suh, Jae-Jin Song, Seung-Ha Oh, Dong Soo Lee
  
  Hearing Re- search, vol. 315, pp. 88-98, Sep. 2014.
4
- 4
- Brain networks engaged in audiovisual integration during speech per- ception revealed by persistent homology-based network filtration
  
  Heejung Kim, Jarang Hahm, Hyekyoung Lee, Eunjoo Kang, Hyejin Kang, Dong Soo Lee
  
  Brain Con- nectivity, vol. 5, pp. 245-58, May 2015.
3
- 3
- Optimal likelihood-ratio multiple testing with application to Alzheimer?s disease and questionable dementia
  
  Dongh w an Lee, Hyejin Kang, Eunkyung Kim, Hyekyoung Lee, Hee jung Kim, Yu Kyeong Kim, Youngjo Lee, Dong Soo Lee
  
  BMC Medical Research Methodology, vol. 5, no. 9, January 2015.
2
- 2
- Disrupted brain metabolic connectivity in a 6-OHDA-induced mouse model of Parkinson’s disease examined using persistent homology-based analysis
  
  Hyung-Jun Im, Jarang Hahm, Hyejin Kang, Hongy o on Choi, Hyekyoung Lee, Do Won Hwang, E. Edmund Kim, June-Key Chung, Dong Soo Lee
  
  Scientific Reports, vol. 6, no. 33875, 2016.
1
- 1
- Integrated multimodal network approach to PET and MRI based on multidimensional persistent homology
  
  Hyekyoung Lee, Hyejin Kang, Moo K. Chung, Seonhee Lim, Bung-Nyun Kim, Dong Soo Lee,
  
  Human Brain Mapping, ac- cepted (arXiv:1410.4620).

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