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    Dajiang Zhu

    TitlePostdoctoral Scholar Research Associate
    SchoolKeck School of Medicine of USC
    DepartmentUSC Institute for Neuroimaging and Informatics
    AddressSTT 2001 N. SOTO Street
    Health Sciences Campus
    Los Angeles California 90032
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      Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help.
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      1. Zhu D, Zhan L, Faskowitz J, Daianu M, Jahanshad N, de Zubicaray GI, McMahon KL, Martin NG, Wright MJ, Thompson PM. 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. PMID: 26413210.
        View in: PubMed
      2. 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. PMID: 24293138.
        View in: PubMed
      3. 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. PMID: 25420254.
        View in: PubMed
      4. 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. PMID: 25420253.
        View in: PubMed
      5. 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. PMID: 25476415.
        View in: PubMed
      6. 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. PMID: 25355371.
        View in: PubMed
      7. 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. PMID: 25331991.
        View in: PubMed
      8. 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. PMID: 24777386.
        View in: PubMed
      9. 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. PMID: 24846640.
        View in: PubMed
      10. 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. PMID: 24903106.
        View in: PubMed
      11. 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. PMID: 24861961.
        View in: PubMed
      12. 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. PMID: 25404998.
        View in: PubMed
      13. 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. PMID: 24526569.
        View in: PubMed
      14. 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. PMID: 25485443.
        View in: PubMed
      15. 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. PMID: 24222313.
        View in: PubMed
      16. 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. PMID: 24103849.
        View in: PubMed
      17. 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. PMID: 24123412.
        View in: PubMed
      18. 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. PMID: 23900568.
        View in: PubMed
      19. 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. PMID: 23938590.
        View in: PubMed
      20. 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. PMID: 23838072.
        View in: PubMed
      21. 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. PMID: 23319242.
        View in: PubMed
      22. 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. PMID: 23689502.
        View in: PubMed
      23. 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. PMID: 23671011.
        View in: PubMed
      24. 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. PMID: 23661312.
        View in: PubMed
      25. 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. PMID: 23666264.
        View in: PubMed
      26. 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. PMID: 23568507.
        View in: PubMed
      27. 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. PMID: 25002915.
        View in: PubMed
      28. 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. PMID: 24684010.
        View in: PubMed
      29. 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. PMID: 24683954.
        View in: PubMed
      30. 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. PMID: 24579199.
        View in: PubMed
      31. 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. PMID: 24579198.
        View in: PubMed
      32. 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. PMID: 24505814.
        View in: PubMed
      33. 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. PMID: 24505813.
        View in: PubMed
      34. 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. PMID: 24505812.
        View in: PubMed
      35. 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. PMID: 23055045.
        View in: PubMed
      36. 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. PMID: 23135357.
        View in: PubMed
      37. 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. PMID: 23047856.
        View in: PubMed
      38. 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. PMID: 22281931.
        View in: PubMed
      39. 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. PMID: 22490548.
        View in: PubMed
      40. 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. PMID: 22461404.
        View in: PubMed
      41. 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. PMID: 22414991.
        View in: PubMed
      42. 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. PMID: 23286166.
        View in: PubMed
      43. 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. PMID: 23286143.
        View in: PubMed
      44. 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. PMID: 23286133.
        View in: PubMed
      45. 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. PMID: 23286058.
        View in: PubMed
      46. 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. PMID: 23286054.
        View in: PubMed
      47. 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. PMID: 22199035.
        View in: PubMed
      48. 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. PMID: 22190432.
        View in: PubMed
      49. 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. PMID: 21875672.
        View in: PubMed
      50. 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. PMID: 21705394.
        View in: PubMed
      51. 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. PMID: 21761687.
        View in: PubMed
      52. 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. PMID: 21761649.
        View in: PubMed
      53. 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. PMID: 20729990.
        View in: PubMed
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