Huang, Guan-hua; Lin, Chih-hsuan; Cai, Yu-ren; Chen, Tai-been; Hsu, Shih-yen; Lu, Nan-han; Chen, Huei-yung; Wu, Yi-chen Multiclass machine learning classification of functional brain images for Parkinson’S disease stage prediction. (English) Zbl 07260696 Stat. Anal. Data Min. 13, No. 5, 508-523 (2020). MSC: 62 68 PDF BibTeX XML Cite \textit{G.-h. Huang} et al., Stat. Anal. Data Min. 13, No. 5, 508--523 (2020; Zbl 07260696) Full Text: DOI
Si, Shuaizong; Zhao, Hai; Yu, Chong; Liu, Xiao; Zhu, Jian ‘Small-world-ness’ metric for human brain functional networks based on network efficiency. (Chinese. English summary) Zbl 07155724 Control Decis. 34, No. 7, 1441-1448 (2019). MSC: 92B20 92C32 PDF BibTeX XML Cite \textit{S. Si} et al., Control Decis. 34, No. 7, 1441--1448 (2019; Zbl 07155724) Full Text: DOI
Yi, Siwei; Guo, Shuixia Study on the topological properties of whole brain dynamic functional connectivity network based on fMRI data. (Chinese. English summary) Zbl 1424.92005 Chin. J. Appl. Probab. Stat. 34, No. 2, 177-190 (2018). MSC: 92B20 92C55 68R10 62P10 PDF BibTeX XML Cite \textit{S. Yi} and \textit{S. Guo}, Chin. J. Appl. Probab. Stat. 34, No. 2, 177--190 (2018; Zbl 1424.92005) Full Text: DOI
Canale, Antonio (ed.); Durante, Daniele (ed.); Paci, Lucia (ed.); Scarpa, Bruno (ed.) Studies in neural data science. StartUp research 2017, Siena, Italy, June 25–27, 2017. (English) Zbl 1415.92006 Springer Proceedings in Mathematics & Statistics 257. Cham: Springer (ISBN 978-3-030-00038-7/hbk; 978-3-030-00039-4/ebook). xi, 156 p. (2018). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 92-06 92C55 92B20 92B25 92C20 62P10 62-07 PDF BibTeX XML Cite \textit{A. Canale} (ed.) et al., Studies in neural data science. StartUp research 2017, Siena, Italy, June 25--27, 2017. Cham: Springer (2018; Zbl 1415.92006) Full Text: DOI
Cai, Shi-Min; Chen, Wei; Liu, Dong-Bai; Tang, Ming; Chen, Xun Complex network analysis of brain functional connectivity under a multi-step cognitive task. (English) Zbl 1400.92132 Physica A 466, 663-671 (2017). MSC: 92C30 PDF BibTeX XML Cite \textit{S.-M. Cai} et al., Physica A 466, 663--671 (2017; Zbl 1400.92132) Full Text: DOI
Fujita, André; Takahashi, Daniel Yasumasa; Balardin, Joana Bisol; Vidal, Maciel Calebe; Sato, João Ricardo Correlation between graphs with an application to brain network analysis. (English) Zbl 06917821 Comput. Stat. Data Anal. 109, 76-92 (2017). MSC: 62 PDF BibTeX XML Cite \textit{A. Fujita} et al., Comput. Stat. Data Anal. 109, 76--92 (2017; Zbl 06917821) Full Text: DOI
Lombardi, Angela; Tangaro, Sabina; Bellotti, Roberto; Bertolino, Alessandro; Blasi, Giuseppe; Pergola, Giulio; Taurisano, Paolo; Guaragnella, Cataldo A novel synchronization-based approach for functional connectivity analysis. (English) Zbl 1377.92018 Complexity 2017, Article ID 7190758, 12 p. (2017). MSC: 92C20 90B15 PDF BibTeX XML Cite \textit{A. Lombardi} et al., Complexity 2017, Article ID 7190758, 12 p. (2017; Zbl 1377.92018) Full Text: DOI
Li, Xiaowei; Jing, Zhuang; Hu, Bin; Zhu, Jing; Zhong, Ning; Li, Mi; Ding, Zhijie; Yang, Jing; Zhang, Lan; Feng, Lei; Majoe, Dennis A resting-state brain functional network study in MDD based on minimum spanning tree analysis and the hierarchical clustering. (English) Zbl 1373.92064 Complexity 2017, Article ID 9514369, 11 p. (2017). MSC: 92C50 92C20 62H30 PDF BibTeX XML Cite \textit{X. Li} et al., Complexity 2017, Article ID 9514369, 11 p. (2017; Zbl 1373.92064) Full Text: DOI
Wang, Xin; Ren, Yanshuang; Zhang, Wensheng Depression disorder classification of fMRI data using sparse low-rank functional brain network and graph-based features. (English) Zbl 1370.92082 Comput. Math. Methods Med. 2017, Article ID 3609821, 11 p. (2017). MSC: 92C55 PDF BibTeX XML Cite \textit{X. Wang} et al., Comput. Math. Methods Med. 2017, Article ID 3609821, 11 p. (2017; Zbl 1370.92082) Full Text: DOI
Rosário, R. S.; Cardoso, P. T.; Muñoz, M. A.; Montoya, P.; Miranda, J. G. V. Motif-synchronization: a new method for analysis of dynamic brain networks with EEG. (English) Zbl 1400.92309 Physica A 439, 7-19 (2015). MSC: 92C55 PDF BibTeX XML Cite \textit{R. S. Rosário} et al., Physica A 439, 7--19 (2015; Zbl 1400.92309) Full Text: DOI
Jalili, Mahdi EEG-based functional brain networks: hemispheric differences in males and females. (English) Zbl 1339.90082 Netw. Heterog. Media 10, No. 1, 223-232 (2015). MSC: 90B10 92C20 05C90 05C40 PDF BibTeX XML Cite \textit{M. Jalili}, Netw. Heterog. Media 10, No. 1, 223--232 (2015; Zbl 1339.90082) Full Text: DOI
Mutlu, Ali Yener; Bernat, Edward; Aviyente, Selin A signal-processing-based approach to time-varying graph analysis for dynamic brain network identification. (English) Zbl 1401.92033 Comput. Math. Methods Med. 2012, Article ID 451516, 10 p. (2012). MSC: 92C20 05C90 92C42 PDF BibTeX XML Cite \textit{A. Y. Mutlu} et al., Comput. Math. Methods Med. 2012, Article ID 451516, 10 p. (2012; Zbl 1401.92033) Full Text: DOI