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

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GENETIC ANALYSIS OF STRUCTURAL BRAIN CONNECTIVITY USING DICCCOL MODELS OF DIFFUSION MRI IN 522 TWINS. Proc IEEE Int Symp Biomed Imaging. 2015 Apr; 2015:1167-1171. View in: PubMed

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

Predictive models of resting state networks for assessment of altered functional connectivity an mild cognitive impairment. Brain Imaging Behav. 2014 Dec; 8(4!:542-57. View in: PubMed

Holistic Atlases of Functional Networks and Interactions Reveal Reciprocal Organizational Architecture of Cortical Function. IEEE Trans Biomed Eng. 2014 Nov 20. View in: PubMed

Anatomy-guided Dense Individualized and Common Connectivity-based Cortical Landmarks (A-DICCCOL). IEEE Trans Biomed Eng. 2014 Nov 20. View in: PubMed

Fusing DTI and fMRI data: A survey of methods and applications. Neuroimage. 2014 Nov 15; 102P1:184-191. View in: PubMed

Sparse representation of whole-brain fMRI signals for identification of functional networks. Med Image Anal. 2014 Nov 8. View in: PubMed

Identifying and characterizing resting state networks in temporally dynamic functional connectomes. Brain Topogr. 2014 Nov; 27(6):747-65. View in: PubMed

Atomic connectomics signatures for characterization and differentiation of mild cognitive impairment. Brain Imaging Behav. 2014 Oct 30. View in: PubMed

Characterizing and Differentiating Brain State Dynamics via Hidden Markov Models. Brain Topogr. 2014 Oct 21. View in: PubMed

Group-wise FMRI activation detection on DICCCOL landmarks. Neuroinformatics. 2014 Oct; 12(4):513-34. View in: PubMed

Atomic dynamic functional interaction patterns for characterization of ADHD. Hum Brain Mapp. 2014 Oct; 35(10):5262-78. View in: PubMed

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

Inferring functional interaction and transition patterns via dynamic Bayesian variable partition models. Hum Brain Mapp. 2014 Jul; 35(7):3314-31. View in: PubMed

Connectome-scale assessments of structural and functional connectivity in MCI. Hum Brain Mapp. 2014 Jul; 35(7):2911-23. View in: PubMed

A functional model of cortical gyri and sulci. Brain Struct Funct. 2014 Jul; 219(4):1473-91. View in: PubMed

CONNECTOMICS SIGNATURE FOR CHARACTERIZATON OF MILD COGNITIVE IMPAIRMENT AND SCHIZOPHRENIA. Proc IEEE Int Symp Biomed Imaging. 2014 May; 2014:325-328. View in: PubMed

Dynamic functional connectomics signatures for characterization and differentiation of PTSD patients. Hum Brain Mapp. 2014 Apr; 35(4):1761-78. View in: PubMed

Data-driven analysis of functional brain interactions during free listening to music and speech. Brain Imaging Behav. 2014 Feb 14. View in: PubMed

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

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

Diffusion tensor imaging reveals evolution of primate brain architectures. Brain Struct Funct. 2013 Nov; 218(6):1429-50. View in: PubMed

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

Connectomics signatures of prenatal cocaine exposure affected adolescent brains. Hum Brain Mapp. 2013 Oct; 34(10):2494-510. View in: PubMed

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

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

Predicting cortical ROIs via joint modeling of anatomical and connectional profiles. Med Image Anal. 2013 Aug; 17(6):601-15. View in: PubMed

Fine-granularity functional interaction signatures for characterization of brain conditions. Neuroinformatics. 2013 Jul; 11(3):301-17. View in: PubMed

Representing and retrieving video shots in human-centric brain imaging space. IEEE Trans Image Process. 2013 Jul; 22(7):2723-36. View in: PubMed

DICCCOL: dense individualized and common connectivity-based cortical landmarks. Cereb Cortex. 2013 Apr; 23(4):786-800. View in: PubMed

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

Exploring high-order functional interactions via structurally-weighted LASSO models. Inf Process Med Imaging. 2013; 23:13-24. View in: PubMed

FMRI signal analysis using empirical mean curve decomposition. IEEE Trans Biomed Eng. 2013 Jan; 60(1):42-54. View in: PubMed

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

Sparse representation of group-wise FMRI signals. Med Image Comput Comput Assist Interv. 2013; 16(Pt 3):608-16. View in: PubMed

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

Construction of multi-scale common brain networks based on DICCCOL. Inf Process Med Imaging. 2013; 23:692-704. View in: PubMed

Group-wise FMRI activation detection on corresponding cortical landmarks. Med Image Comput Comput Assist Interv. 2013; 16(Pt 2):665-73. View in: PubMed

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

Meta-analysis of functional roles of DICCCOLs. Neuroinformatics. 2013 Jan; 11(1):47-63. View in: PubMed

Axonal fiber terminations concentrate on gyri. Cereb Cortex. 2012 Dec; 22(12):2831-9. View in: PubMed

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

Visual analytics of brain networks. Neuroimage. 2012 May 15; 61(1):82-97. View in: PubMed

Predicting functional cortical ROIs via DTI-derived fiber shape models. Cereb Cortex. 2012 Apr; 22(4):854-64. View in: PubMed

Optimization of functional brain ROIs via maximization of consistency of structural connectivity profiles. Neuroimage. 2012 Jan 16; 59(2):1382-93. View in: PubMed

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

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

Characterization of task-free/task-performance brain states. Med Image Comput Comput Assist Interv. 2012; 15(Pt 2):237-45. View in: PubMed

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

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

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

Discovering dense and consistent landmarks in the brain. Inf Process Med Imaging. 2011; 22:97-110. View in: PubMed

Activated fibers: fiber-centered activation detection in task-based FMRI. Inf Process Med Imaging. 2011; 22:574-87. View in: PubMed

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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