Faculty

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Dajiang Zhu
Postdoctoral Scholar Research Associate
USC Institute for Neuroimaging and Informatics
STT 2001 N. SOTO Street Health Sciences Campus Los Angeles

Publications

Jiang X, Zhu D, Li K, Zhang T, Wang L, Shen D, Guo L, Liu T. Predictive models of resting state networks for assessment of altered functional connectivity in mild cognitive impairment. Brain Imaging Behav. 2014 Dec; 8(4):542-57. View in: PubMed

Lv J, Jiang X, Li X, Zhu D, Zhang S, Zhao S, Chen H, Zhang T, Hu X, Han J, Ye J, Guo L, Liu T. Holistic Atlases of Functional Networks and Interactions Reveal Reciprocal Organizational Architecture of Cortical Function. IEEE Trans Biomed Eng. 2014 Nov 20. View in: PubMed

Jiang X, Zhang T, Zhu D, Li K, Chen H, Lv J, Hu X, Han J, Shen D, Guo L, Liu T. Anatomy-guided Dense Individualized and Common Connectivity-based Cortical Landmarks (A-DICCCOL). IEEE Trans Biomed Eng. 2014 Nov 20. View in: PubMed

Zhu D, Zhang T, Jiang X, Hu X, Chen H, Yang N, Lv J, Han J, Guo L, Liu T. Fusing DTI and fMRI data: A survey of methods and applications. Neuroimage. 2014 Nov 15; 102P1:184-191. View in: PubMed

Lv J, Jiang X, Li X, Zhu D, Chen H, Zhang T, Zhang S, Hu X, Han J, Huang H, Zhang J, Guo L, Liu T. Sparse representation of whole-brain fMRI signals for identification of functional networks. Med Image Anal. 2014 Nov 8. View in: PubMed

Zhang X, Li X, Jin C, Chen H, Li K, Zhu D, Jiang X, Zhang T, Lv J, Hu X, Han J, Zhao Q, Guo L, Li L, Liu T. Identifying and characterizing resting state networks in temporally dynamic functional connectomes. Brain Topogr. 2014 Nov; 27(6):747-65. View in: PubMed

Ou J, Xie L, Li X, Zhu D, Terry DP, Puente AN, Jiang R, Chen Y, Wang L, Shen D, Zhang J, Miller LS, Liu T. Atomic connectomics signatures for characterization and differentiation of mild cognitive impairment. Brain Imaging Behav. 2014 Oct 30. View in: PubMed

Ou J, Xie L, Jin C, Li X, Zhu D, Jiang R, Chen Y, Zhang J, Li L, Liu T. Characterizing and Differentiating Brain State Dynamics via Hidden Markov Models. Brain Topogr. 2014 Oct 21. View in: PubMed

Lv J, Guo L, Zhu D, Zhang T, Hu X, Han J, Liu T. Group-wise FMRI activation detection on DICCCOL landmarks. Neuroinformatics. 2014 Oct; 12(4):513-34. View in: PubMed

Jiang X, Zhang X, Zhu D. Intrinsic functional component analysis via sparse representation on Alzheimer's disease neuroimaging initiative database. Brain Connect. 2014 Oct; 4(8):575-86. View in: PubMed

Ou J, Lian Z, Xie L, Li X, Wang P, Hao Y, Zhu D, Jiang R, Wang Y, Chen Y, Zhang J, Liu T. Atomic dynamic functional interaction patterns for characterization of ADHD. Hum Brain Mapp. 2014 Oct; 35(10):5262-78. View in: PubMed

Zhang J, Li X, Li C, Lian Z, Huang X, Zhong G, Zhu D, Li K, Jin C, Hu X, Han J, Guo L, Hu X, Li L, Liu T. Inferring functional interaction and transition patterns via dynamic Bayesian variable partition models. Hum Brain Mapp. 2014 Jul; 35(7):3314-31. View in: PubMed

Deng F, Jiang X, Zhu D, Zhang T, Li K, Guo L, Liu T. A functional model of cortical gyri and sulci. Brain Struct Funct. 2014 Jul; 219(4):1473-91. View in: PubMed

Zhu D, Li K, Terry DP, Puente AN, Wang L, Shen D, Miller LS, Liu T. Connectome-scale assessments of structural and functional connectivity in MCI. Hum Brain Mapp. 2014 Jul; 35(7):2911-23. View in: PubMed

Zhu D, Shen D, Jiang X, Liu T. CONNECTOMICS SIGNATURE FOR CHARACTERIZATON OF MILD COGNITIVE IMPAIRMENT AND SCHIZOPHRENIA. Proc IEEE Int Symp Biomed Imaging. 2014 May; 2014:325-328. View in: PubMed

Li X, Zhu D, Jiang X, Jin C, Zhang X, Guo L, Zhang J, Hu X, Li L, Liu T. Dynamic functional connectomics signatures for characterization and differentiation of PTSD patients. Hum Brain Mapp. 2014 Apr; 35(4):1761-78. View in: PubMed

Fang J, Hu X, Han J, Jiang X, Zhu D, Guo L, Liu T. Data-driven analysis of functional brain interactions during free listening to music and speech. Brain Imaging Behav. 2014 Feb 14. View in: PubMed

Zhu D, Lv J, Chen H, Liu T. Group-wise optimization of common brain landmarks with joint structural and functional regulations. Med Image Comput Comput Assist Interv. 2014; 17(Pt 2):716-23. View in: PubMed

Zhang X, Guo L, Li X, Zhang T, Zhu D, Li K, Chen H, Lv J, Jin C, Zhao Q, Li L, Liu T. Characterization of task-free and task-performance brain states via functional connectome patterns. Med Image Anal. 2013 Dec; 17(8):1106-22. View in: PubMed

Zhang D, Guo L, Zhu D, Li K, Li L, Chen H, Zhao Q, Hu X, Liu T. Diffusion tensor imaging reveals evolution of primate brain architectures. Brain Struct Funct. 2013 Nov; 218(6):1429-50. View in: PubMed

Li K, Zhu D, Guo L, Li Z, Lynch ME, Coles C, Hu X, Liu T. Connectomics signatures of prenatal cocaine exposure affected adolescent brains. Hum Brain Mapp. 2013 Oct; 34(10):2494-510. View in: PubMed

Tsien JZ, Li M, Osan R, Chen G, Lin L, Wang PL, Frey S, Frey J, Zhu D, Liu T, Zhao F, Kuang H. On initial Brain Activity Mapping of episodic and semantic memory code in the hippocampus. Neurobiol Learn Mem. 2013 Oct; 105:200-10. View in: PubMed

Chen H, Li K, Zhu D, Jiang X, Yuan Y, Lv P, Zhang T, Guo L, Shen D, Liu T. Inferring group-wise consistent multimodal brain networks via multi-view spectral clustering. IEEE Trans Med Imaging. 2013 Sep; 32(9):1576-86. View in: PubMed

Tsien JZ, Li M, Osan R, Chen G, Lin L, Wang PL, Frey S, Frey J, Zhu D, Liu T, Zhao F, Kuang H. On brain activity mapping: insights and lessons from Brain Decoding Project to map memory patterns in the hippocampus. Sci China Life Sci. 2013 Sep; 56(9):767-79. View in: PubMed

Zhang T, Zhu D, Jiang X, Ge B, Hu X, Han J, Guo L, Liu T. Predicting cortical ROIs via joint modeling of anatomical and connectional profiles. Med Image Anal. 2013 Aug; 17(6):601-15. View in: PubMed

Han J, Ji X, Hu X, Zhu D, Li K, Jiang X, Cui G, Guo L, Liu T. Representing and retrieving video shots in human-centric brain imaging space. IEEE Trans Image Process. 2013 Jul; 22(7):2723-36. View in: PubMed

Hu X, Zhu D, Lv P, Li K, Han J, Wang L, Shen D, Guo L, Liu T. Fine-granularity functional interaction signatures for characterization of brain conditions. Neuroinformatics. 2013 Jul; 11(3):301-17. View in: PubMed

Zhu D, Li K, Guo L, Jiang X, Zhang T, Zhang D, Chen H, Deng F, Faraco C, Jin C, Wee CY, Yuan Y, Lv P, Yin Y, Hu X, Duan L, Hu X, Han J, Wang L, Shen D, Miller LS, Li L, Liu T. DICCCOL: dense individualized and common connectivity-based cortical landmarks. Cereb Cortex. 2013 Apr; 23(4):786-800. View in: PubMed

Lv J, Zhu D, Hu X, Zhang X, Zhang T, Han J, Guo L, Liu T. Group-wise FMRI activation detection on corresponding cortical landmarks. Med Image Comput Comput Assist Interv. 2013; 16(Pt 2):665-73. View in: PubMed

Zhu D, Li X, Jiang X, Chen H, Shen D, Liu T. Exploring high-order functional interactions via structurally-weighted LASSO models. Inf Process Med Imaging. 2013; 23:13-24. View in: PubMed

Deng F, Zhu D, Lv J, Guo L, Liu T. FMRI signal analysis using empirical mean curve decomposition. IEEE Trans Biomed Eng. 2013 Jan; 60(1):42-54. View in: PubMed

Lv J, Li X, Zhu D, Jiang X, Zhang X, Hu X, Zhang T, Guo L, Liu T. Sparse representation of group-wise FMRI signals. Med Image Comput Comput Assist Interv. 2013; 16(Pt 3):608-16. View in: PubMed

Ge B, Guo L, Zhu D, Zhang T, Hu X, Han J, Liu T. Construction of multi-scale common brain networks based on DICCCOL. Inf Process Med Imaging. 2013; 23:692-704. View in: PubMed

Yuan Y, Jiang X, Zhu D, Chen H, Li K, Lv P, Yu X, Li X, Zhang S, Zhang T, Hu X, Han J, Guo L, Liu T. Meta-analysis of functional roles of DICCCOLs. Neuroinformatics. 2013 Jan; 11(1):47-63. View in: PubMed

Jiang X, Zhu D, Li K, Zhang T, Shen D, Guo L, Liu T. Predictive models of resting state networks for assessment of altered functional connectivity in MCI. Med Image Comput Comput Assist Interv. 2013; 16(Pt 2):674-81. View in: PubMed

Jiang X, Zhang T, Zhu D, Li K, Lv J, Guo L, Liu T. Anatomy-guided discovery of large-scale consistent connectivity-based cortical landmarks. Med Image Comput Comput Assist Interv. 2013; 16(Pt 3):617-25. View in: PubMed

Zhu D, Shen D, Liu T. INFERRING FUNCTIONAL NETWORK-BASED SIGNATURES VIA STRUCTURALLY-WEIGHTED LASSO MODEL. Proc IEEE Int Symp Biomed Imaging. 2013; 2013:970-973. View in: PubMed

Zhang S, Li X, Lv J, Jiang X, Zhu D, Chen H, Zhang T, Guo L, Liu T. Sparse representation of higher-order functional interaction patterns in task-based FMRI data. Med Image Comput Comput Assist Interv. 2013; 16(Pt 3):626-34. View in: PubMed

Nie J, Guo L, Li K, Wang Y, Chen G, Li L, Chen H, Deng F, Jiang X, Zhang T, Huang L, Faraco C, Zhang D, Guo C, Yap PT, Hu X, Li G, Lv J, Yuan Y, Zhu D, Han J, Sabatinelli D, Zhao Q, Miller LS, Xu B, Shen P, Platt S, Shen D, Hu X, Liu T. Axonal fiber terminations concentrate on gyri. Cereb Cortex. 2012 Dec; 22(12):2831-9. View in: PubMed

Li K, Guo L, Zhu D, Hu X, Han J, Liu T. Individual functional ROI optimization via maximization of group-wise consistency of structural and functional profiles. Neuroinformatics. 2012 Jul; 10(3):225-42. View in: PubMed

Li K, Guo L, Faraco C, Zhu D, Chen H, Yuan Y, Lv J, Deng F, Jiang X, Zhang T, Hu X, Zhang D, Miller LS, Liu T. Visual analytics of brain networks. Neuroimage. 2012 May 15; 61(1):82-97. View in: PubMed

Zhang T, Guo L, Li K, Jing C, Yin Y, Zhu D, Cui G, Li L, Liu T. Predicting functional cortical ROIs via DTI-derived fiber shape models. Cereb Cortex. 2012 Apr; 22(4):854-64. View in: PubMed

Zhu D, Li K, Faraco CC, Deng F, Zhang D, Guo L, Miller LS, Liu T. Optimization of functional brain ROIs via maximization of consistency of structural connectivity profiles. Neuroimage. 2012 Jan 16; 59(2):1382-93. View in: PubMed

Chen H, Cai X, Zhu D, Nie F, Liu T, Huang H. Group-wise consistent parcellation of gyri via adaptive multi-view spectral clustering of fiber shapes. Med Image Comput Comput Assist Interv. 2012; 15(Pt 2):271-9. View in: PubMed

Ge B, Guo L, Zhang T, Zhu D, Li K, Hu X, Han J, Liu T. Group-wise consistent fiber clustering based on multimodal connectional and functional profiles. Med Image Comput Comput Assist Interv. 2012; 15(Pt 3):485-92. View in: PubMed

Deng F, Zhu D, Liu T. Optimization of fMRI-derived ROIs based on coherent functional interaction patterns. Med Image Comput Comput Assist Interv. 2012; 15(Pt 3):214-22. View in: PubMed

Zhang X, Guo L, Li X, Zhu D, Li K, Sun Z, Jin C, Hu X, Han J, Zhao Q, Li L, Liu T. Characterization of task-free/task-performance brain states. Med Image Comput Comput Assist Interv. 2012; 15(Pt 2):237-45. View in: PubMed

Chen H, Li K, Zhu D, Zhang T, Jin C, Guo L, Li L, Liu T. Inferring group-wise consistent multimodal brain networks via multi-view spectral clustering. Med Image Comput Comput Assist Interv. 2012; 15(Pt 3):297-304. View in: PubMed

Lv J, Guo L, Li K, Hu X, Zhu D, Han J, Liu T. Activated fibers: fiber-centered activation detection in task-based FMRI. Inf Process Med Imaging. 2011; 22:574-87. View in: PubMed

Zhang D, Guo L, Hu X, Li K, Zhu D, Jiang X, Chen H, Deng F, Zhao Q, Liu T. Identification of cortical landmarks based on structural connectivity to subcortical regions. Int J Comput Biol Drug Des. 2011; 4(4):345-60. View in: PubMed

Zhu D, Zhang D, Faraco C, Li K, Deng F, Chen H, Jiang X, Guo L, Miller LS, Liu T. Discovering dense and consistent landmarks in the brain. Inf Process Med Imaging. 2011; 22:97-110. View in: PubMed

Zhu D, Li K, Guo L, Liu T. Bezier Control Points Image: A Novel Shape Representation Approach for Medical Imaging. Conf Rec Asilomar Conf Signals Syst Comput. 2009 Nov 1; 2009:1094-1098. View in: PubMed

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