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Zhuowen Tu

Title(s)Professor, Cognitive Science
SchoolVc-academic Affairs
Address9500 Gilman Drive #
La Jolla CA 92093
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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. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Unsupervised Object Class Discovery via Saliency-Guided Multiple Class Learning. IEEE Trans Pattern Anal Mach Intell. 2015 Apr; 37(4):862-75. Zhu JY, Wu J, Xu Y, Chang E, Tu Z. PMID: 26353299.
      View in: PubMed   Mentions: 5     Fields:    
    2. A two-layer structure prediction framework for microscopy cell detection. Comput Med Imaging Graph. 2015 Apr; 41:29-36. Xu Y, Wu W, Chang EI, Chen D, Mu J, Lee PP, Blenman KR, Tu Z. PMID: 25082065.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    3. Weakly supervised histopathology cancer image segmentation and classification. Med Image Anal. 2014 Apr; 18(3):591-604. Xu Y, Zhu JY, Chang EI, Lai M, Tu Z. PMID: 24637156.
      View in: PubMed   Mentions: 60     Fields:    Translation:Humans
    4. Similarity network fusion for aggregating data types on a genomic scale. Nat Methods. 2014 Mar; 11(3):333-7. Wang B, Mezlini AM, Demir F, Fiume M, Tu Z, Brudno M, Haibe-Kains B, Goldenberg A. PMID: 24464287.
      View in: PubMed   Mentions: 756     Fields:    Translation:Humans
    5. Whole-body anatomy localization via classification and regression forests. Med Image Anal. 2013 Dec; 17(8):1282. Menze B, Langs G, Tu Z, Criminisi A. PMID: 24103630.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    6. A classification approach to coreference in discharge summaries: 2011 i2b2 challenge. J Am Med Inform Assoc. 2012 Sep-Oct; 19(5):897-905. Xu Y, Liu J, Wu J, Wang Y, Tu Z, Sun JT, Tsujii J, Chang EI. PMID: 22505762; PMCID: PMC3422828.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    7. Suicide note sentiment classification: a supervised approach augmented by web data. Biomed Inform Insights. 2012; 5(Suppl. 1):31-41. Xu Y, Wang Y, Liu J, Tu Z, Sun JT, Tsujii J, Chang E. PMID: 22879758; PMCID: PMC3409493.
      View in: PubMed   Mentions: 4  
    8. Context-constrained multiple instance learning for histopathology image segmentation. Med Image Comput Comput Assist Interv. 2012; 15(Pt 3):623-30. Xu Y, Zhang J, Chang EI, Lai M, Tu Z. PMID: 23286183.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    9. Co-transduction for shape retrieval. IEEE Trans Image Process. 2012 May; 21(5):2747-57. Bai X, Wang B, Yao C, Liu W, Tu Z. PMID: 21965213.
      View in: PubMed   Mentions: 1     Fields:    
    10. Robust brain extraction across datasets and comparison with publicly available methods. IEEE Trans Med Imaging. 2011 Sep; 30(9):1617-34. Iglesias JE, Liu CY, Thompson PM, Tu Z. PMID: 21880566.
      View in: PubMed   Mentions: 231     Fields:    Translation:Humans
    11. Modeling diffusion-weighted MRI as a spatially variant gaussian mixture: application to image denoising. Med Phys. 2011 Jul; 38(7):4350-64. Gonzalez JE, Thompson PM, Zhao A, Tu Z. PMID: 21859036; PMCID: PMC3145221.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    12. Combining generative and discriminative models for semantic segmentation of CT scans via active learning. Inf Process Med Imaging. 2011; 22:25-36. Iglesias JE, Konukoglu E, Montillo A, Tu Z, Criminisi A. PMID: 21761643.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    13. Learning context-sensitive shape similarity by graph transduction. IEEE Trans Pattern Anal Mach Intell. 2010 May; 32(5):861-74. Bai X, Yang X, Latecki LJ, Liu W, Tu Z. PMID: 20299710.
      View in: PubMed   Mentions: 12     Fields:    
    14. Agreement-based semi-supervised learning for skull stripping. Med Image Comput Comput Assist Interv. 2010; 13(Pt 3):147-54. Iglesias JE, Liu CY, Thompson P, Tu Z. PMID: 20879394.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    15. Synthetic MRI signal standardization: application to multi-atlas analysis. Med Image Comput Comput Assist Interv. 2010; 13(Pt 3):81-8. Iglesias JE, Dinov I, Singh J, Tong G, Tu Z. PMID: 20879386; PMCID: PMC9437771.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    16. Lossless online ensemble learning (LOEL) and its application to subcortical segmentation. Med Image Comput Comput Assist Interv. 2009; 12(Pt 2):432-40. Morra JH, Tu Z, Toga AW, Thompson PM. PMID: 20426141; PMCID: PMC3148151.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    17. Validation of a fully automated 3D hippocampal segmentation method using subjects with Alzheimer's disease mild cognitive impairment, and elderly controls. Neuroimage. 2008 Oct 15; 43(1):59-68. Morra JH, Tu Z, Apostolova LG, Green AE, Avedissian C, Madsen SK, Parikshak N, Hua X, Toga AW, Jack CR, Weiner MW, Thompson PM, Alzheimer's Disease Neuroimaging Initiative. PMID: 18675918; PMCID: PMC2624575.
      View in: PubMed   Mentions: 94     Fields:    Translation:Humans
    18. Automatic subcortical segmentation using a contextual model. Med Image Comput Comput Assist Interv. 2008; 11(Pt 1):194-201. Morra JH, Tu Z, Apostolova LG, Green AE, Toga AW, Thompson PM. PMID: 18979748.
      View in: PubMed   Mentions: 16     Fields:    
    19. Direct mapping of hippocampal surfaces with intrinsic shape context. Neuroimage. 2007 Sep 01; 37(3):792-807. Shi Y, Thompson PM, de Zubicaray GI, Rose SE, Tu Z, Dinov I, Toga AW. PMID: 17625918; PMCID: PMC2227952.
      View in: PubMed   Mentions: 21     Fields:    Translation:Humans
    20. Automated extraction of the cortical sulci based on a supervised learning approach. IEEE Trans Med Imaging. 2007 Apr; 26(4):541-52. Tu Z, Zheng S, Yuille AL, Reiss AL, Dutton RA, Lee AD, Galaburda AM, Dinov I, Thompson PM, Toga AW. PMID: 17427741.
      View in: PubMed   Mentions: 25     Fields:    Translation:Humans
    21. Towards whole brain segmentation by a hybrid model. Med Image Comput Comput Assist Interv. 2007; 10(Pt 2):169-77. Tu Z, Toga AW. PMID: 18044566.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    22. Joint sulci detection using graphical models and boosted priors. Inf Process Med Imaging. 2007; 20:98-109. Shi Y, Tu Z, Reiss AL, Dutton RA, Lee AD, Galaburda AM, Dinov I, Thompson PM, Toga AW. PMID: 17633692.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    23. Segmentation of sub-cortical structures by the graph-shifts algorithm. Inf Process Med Imaging. 2007; 20:183-97. Corso JJ, Tu Z, Yuille A, Toga A. PMID: 17633699.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    24. A learning based algorithm for automatic extraction of the cortical sulci. Med Image Comput Comput Assist Interv. 2006; 9(Pt 1):695-703. Zheng S, Tu Z, Yuille AL, Reiss AL, Dutton RA, Lee AD, Galaburda AM, Thompson PM, Dinov I, Toga AW. PMID: 17354951.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    25. Range image segmentation by an effective jump-diffusion method. IEEE Trans Pattern Anal Mach Intell. 2004 Sep; 26(9):1138-53. Han F, Tu Z, Zhu SC. PMID: 15742890.
      View in: PubMed   Mentions:    Fields:    
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