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Decoding the encoding of functional brain networks: An fMRI classification comparison of non-negative matrix factorization (NMF), independent component analysis (ICA), and sparse coding algorithms
Xie, Jianwen, Douglas, Pamela K., Wu, Ying Nian, Brody, Arthur L., Anderson, Ariana E.
Published in Journal of neuroscience methods (15.04.2017)
Published in Journal of neuroscience methods (15.04.2017)
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Artifact removal in the context of group ICA: A comparison of single-subject and group approaches
Du, Yuhui, Allen, Elena A., He, Hao, Sui, Jing, Wu, Lei, Calhoun, Vince D.
Published in Human brain mapping (01.03.2016)
Published in Human brain mapping (01.03.2016)
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Identifying canonical and replicable multi‐scale intrinsic connectivity networks in 100k+ resting‐state fMRI datasets
Iraji, A., Fu, Z., Faghiri, A., Duda, M., Chen, J., Rachakonda, S., DeRamus, T., Kochunov, P., Adhikari, B. M., Belger, A., Ford, J. M., Mathalon, D. H., Pearlson, G. D., Potkin, S. G., Preda, A., Turner, J. A., van Erp, T. G. M., Bustillo, J. R., Yang, K., Ishizuka, K., Faria, A., Sawa, A., Hutchison, K., Osuch, E. A., Theberge, J., Abbott, C., Mueller, B. A., Zhi, D., Zhuo, C., Liu, S., Xu, Y., Salman, M., Liu, J., Du, Y., Sui, J., Adali, T., Calhoun, V. D.
Published in Human brain mapping (01.12.2023)
Published in Human brain mapping (01.12.2023)
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Automatic ocular artifacts removal in EEG using deep learning
Yang, Banghua, Duan, Kaiwen, Fan, Chengcheng, Hu, Chenxiao, Wang, Jinlong
Published in Biomedical signal processing and control (01.05.2018)
Published in Biomedical signal processing and control (01.05.2018)
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Vital Sign Detection in Any Orientation Using a Distributed Radar Network via Modified Independent Component Analysis
Ren, Wei, Qi, Fugui, Foroughian, Farnaz, Kvelashvili, Tsotne, Liu, Quanhua, Kilic, Ozlem, Long, Teng, Fathy, Aly E.
Published in IEEE transactions on microwave theory and techniques (01.11.2021)
Published in IEEE transactions on microwave theory and techniques (01.11.2021)
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The obese brain: Association of body mass index and insulin sensitivity with resting state network functional connectivity
Kullmann, Stephanie, Heni, Martin, Veit, Ralf, Ketterer, Caroline, Schick, Fritz, Häring, Hans-Ulrich, Fritsche, Andreas, Preissl, Hubert
Published in Human brain mapping (01.05.2012)
Published in Human brain mapping (01.05.2012)
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Multimodal Data Fusion Using Source Separation: Two Effective Models Based on ICA and IVA and Their Properties
AdalI, Tulay, Levin-Schwartz, Yuri, Calhoun, Vince D.
Published in Proceedings of the IEEE (01.09.2015)
Published in Proceedings of the IEEE (01.09.2015)
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Defining language networks from resting-state fMRI for surgical planning-a feasibility study
Tie, Yanmei, Rigolo, Laura, Norton, Isaiah H., Huang, Raymond Y., Wu, Wentao, Orringer, Daniel, Mukundan Jr, Srinivasan, Golby, Alexandra J.
Published in Human brain mapping (01.03.2014)
Published in Human brain mapping (01.03.2014)
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Discriminating schizophrenia and bipolar disorder by fusing fMRI and DTI in a multimodal CCA+ joint ICA model
Sui, Jing, Pearlson, Godfrey, Caprihan, Arvind, Adali, Tülay, Kiehl, Kent A., Liu, Jingyu, Yamamoto, Jeremy, Calhoun, Vince D.
Published in NeuroImage (Orlando, Fla.) (01.08.2011)
Published in NeuroImage (Orlando, Fla.) (01.08.2011)
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Unsupervised representation learning of spontaneous MEG data with nonlinear ICA
Zhu, Yongjie, Parviainen, Tiina, Heinilä, Erkka, Parkkonen, Lauri, Hyvärinen, Aapo
Published in NeuroImage (Orlando, Fla.) (01.07.2023)
Published in NeuroImage (Orlando, Fla.) (01.07.2023)
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Low-quality training data detection method of EEG signals for motor imagery BCI system
Ouyang, Rui, Jin, Zihao, Tang, Shuhao, Fan, Cunhang, Wu, Xiaopei
Published in Journal of neuroscience methods (01.07.2022)
Published in Journal of neuroscience methods (01.07.2022)
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