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Persistent Homology를 이용한 뇌 신경망 분석 및 바이오마커 연구  

Yu, Jae-Jun (한국과학기술원 바이오및뇌공학과)
Ye, Jong-Cheol (한국과학기술원 바이오및뇌공학과)
Jang, Jae-Seung (분당 서울대 병원)
Ha, Gyu-Seop (분당 서울대 병원)
Kim, Eun-Yeong (서울대 병원)
An, Yong-Min (서울대 병원)
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The Magazine of the IEIE / v.42, no.2, 2015 , pp. 45-56 More about this Journal
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1 Lee H. (2012), Persistent brain network homology from the perspective of dendrogram, IEEE Transactions on Medical Imaging, vol. 31, pp.2267-2277.   DOI
2 Edelsbrunner, H., & Harer, J. (2010), Computational topology: an introduction, American Mathematical Soc.
3 Cohen-Steiner, D. (2006), Vines and vineyards by updating persistence in linear time, In Proceedings of the twentysecond annual symposium on Computational geometry, pp. 119-126, ACM.
4 Lee, H. (2014), Hole Detection in Metabolic Connectivity of Alzheimer's Disease Using k-Laplacian, Medical Image Computing and Computer Assisted Intervention
5 American Psychiatric Association. (2013) The Diagnostic and Statistical Manual of Mental Disorders: DSM 5. bookpointUS.
6 Veer, I. M. (2010), Whole brain resting-state analysis reveals decreased functional connectivity in major depression. Frontiers in Systems Neuroscience, 4.
7 Sheline, Y. I. (2009), The default mode network and self-referential processes in depression. Proceedings of the National Academy of Sciences, 106(6), 1942-1947.   DOI
8 Van de Ville (2010), EEG microstate sequences in healthy humans at rest reveal scale-free dynamics. Proceedings of the National Academy of Sciences, 107(42), 18179-18184.   DOI
9 Bubenik, P. (2013). Statistical topological data analysis using persistence landscapes, arXiv
10 Herrmann C. (2005), Human EEG gamma oscillations in neuropsychiatric disorders, Clinical Neurophysiology, vol. 116, no. 12, pp.2719-2733.   DOI
11 Martini N. (2012), The dynamics of EEG gamma responses to unpleasant visual stimuli: From local activity to functional connectivity, NeuroImage, vol. 60, pp.922-932.   DOI
12 Siegle G.J. (2010), Sustained gamma-band EEG following negative words in depression and schizophrenia, International Journal of Psychophysiology, vol. 75, pp.107-118.   DOI
13 Hutchison, R. M. (2013). Dynamic functional connectivity: promise, issues, and interpretations, Neuroimage, 80, 360-378.   DOI