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Template Independent Component Analysis: Targeted and Reliable Estimation of Subject-level Brain Networks Using Big Data Population Priors
Mejia, Amanda F., Nebel, Mary Beth, Wang, Yikai, Caffo, Brian S., Guo, Ying
Published in Journal of the American Statistical Association (02.07.2020)
Published in Journal of the American Statistical Association (02.07.2020)
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Single-trial-based temporal principal component analysis on extracting event-related potentials of interest for an individual subject
Zhang, Guanghui, Li, Xueyan, Lu, Yingzhi, Tiihonen, Timo, Chang, Zheng, Cong, Fengyu
Published in Journal of neuroscience methods (01.02.2023)
Published in Journal of neuroscience methods (01.02.2023)
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Independent component analysis of functional networks for response inhibition: Inter-subject variation in stop signal reaction time
Zhang, Sheng, Tsai, Shang-Jui, Hu, Sien, Xu, Jiansong, Chao, Herta H., Calhoun, Vince D., Li, Chiang-Shan R.
Published in Human brain mapping (01.09.2015)
Published in Human brain mapping (01.09.2015)
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Discovering hidden brain network responses to naturalistic stimuli via tensor component analysis of multi-subject fMRI data
Hu, Guoqiang, Li, Huanjie, Zhao, Wei, Hao, Yuxing, Bai, Zonglei, Nickerson, Lisa D., Cong, Fengyu
Published in NeuroImage (Orlando, Fla.) (15.07.2022)
Published in NeuroImage (Orlando, Fla.) (15.07.2022)
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Identifying brain networks in synaptic density PET (11C-UCB-J) with independent component analysis
Fang, Xiaotian T., Toyonaga, Takuya, Hillmer, Ansel T., Matuskey, David, Holmes, Sophie E., Radhakrishnan, Rajiv, Mecca, Adam P., van Dyck, Christopher H., D'Souza, Deepak Cyril, Esterlis, Irina, Worhunsky, Patrick D., Carson, Richard E.
Published in NeuroImage (Orlando, Fla.) (15.08.2021)
Published in NeuroImage (Orlando, Fla.) (15.08.2021)
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Template Independent Component Analysis with Spatial Priors for Accurate Subject-Level Brain Network Estimation and Inference
Mejia, Amanda F., Bolin, David, Yue, Yu Ryan, Wang, Jiongran, Caffo, Brian S., Nebel, Mary Beth
Published in Journal of computational and graphical statistics (03.04.2023)
Published in Journal of computational and graphical statistics (03.04.2023)
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Principal component analysis of synaptic density measured with [11C]UCB-J PET in early Alzheimer’s disease
O'Dell, Ryan S., Higgins-Chen, Albert, Gupta, Dhruva, Chen, Ming-Kai, Naganawa, Mika, Toyonaga, Takuya, Lu, Yihuan, Ni, Gessica, Chupak, Anna, Zhao, Wenzhen, Salardini, Elaheh, Nabulsi, Nabeel B., Huang, Yiyun, Arnsten, Amy F.T., Carson, Richard E., van Dyck, Christopher H., Mecca, Adam P.
Published in NeuroImage clinical (01.01.2023)
Published in NeuroImage clinical (01.01.2023)
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Extracting Voxel‐Based Cartilage Relaxometry Features in Hip Osteoarthritis Subjects Using Principal Component Analysis
Liao, Tzu‐Chieh, Pedoia, Valentina, Neumann, Jan, Link, Thomas M., Souza, Richard B., Majumdar, Sharmila
Published in Journal of magnetic resonance imaging (01.06.2020)
Published in Journal of magnetic resonance imaging (01.06.2020)
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Clusterwise Independent Component Analysis (C-ICA): Using fMRI resting state networks to cluster subjects and find neurofunctional subtypes
Durieux, Jeffrey, Rombouts, Serge A.R.B., de Vos, Frank, Koini, Marisa, Wilderjans, Tom F.
Published in Journal of neuroscience methods (01.12.2022)
Published in Journal of neuroscience methods (01.12.2022)
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