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  • 2015

    Predictive sparse morphometric context for classification of histology sections

    Chang, H., Spellman, P. T. & Parvin, B., Jul 21 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 1004-1007 4 p. 7164040. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2014

    Classification of histology sections via multispectral convolutional sparse coding

    Zhou, Y., Chang, H., Barner, K., Spellman, P. & Parvin, B., Sep 24 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 3081-3088 8 p. 6909790. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    90 Scopus citations
  • 2013

    Characterization of tissue histopathology via predictive sparse decomposition and spatial pyramid matching

    Chang, H., Nayak, N., Spellman, P. T. & Parvin, B., 2013, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2013 - 16th International Conference, Proceedings. PART 2 ed. p. 91-98 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8150 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    34 Scopus citations
  • Classification of tumor histopathology via sparse feature learning

    Nayak, N., Chang, H., Borowsky, A., Spellman, P. & Parvin, B., 2013, ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro. p. 1348-1351 4 p. 6556782. (Proceedings - International Symposium on Biomedical Imaging).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    37 Scopus citations
  • Stacked predictive sparse coding for classification of distinct regions in tumor histopathology

    Chang, H., Zhou, Y., Spellman, P. & Parvin, B., 2013, Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013. Institute of Electrical and Electronics Engineers Inc., p. 169-176 8 p. 6751130. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    25 Scopus citations
  • 2012

    Batch-invariant nuclear segmentation in whole mount histology sections

    Chang, H., Loss, L. A., Spellman, P. T., Borowsky, A. & Parvin, B., Aug 15 2012, 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012 - Proceedings. p. 856-859 4 p. 6235683. (Proceedings - International Symposium on Biomedical Imaging).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    8 Scopus citations
  • Learning invariant features of tumor signatures

    Le, Q. V., Han, J., Gray, J. W., Spellman, P. T., Borowsky, A. & Parvin, B., 2012, 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012 - Proceedings. p. 302-305 4 p. 6235544. (Proceedings - International Symposium on Biomedical Imaging).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    25 Scopus citations
  • Molecular bases of morphometric composition in Glioblastoma multiforme

    Han, J., Chang, H., Fontenay, G. V., Spellman, P. T., Borowsky, A. & Parvin, B., Aug 15 2012, 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012 - Proceedings. p. 1631-1634 4 p. 6235889. (Proceedings - International Symposium on Biomedical Imaging).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • 2008

    Phase unwrapping and background correction in MRI

    Lan, T., Erdogmus, D., Hayflick, S. J. & Szumowski, J. U., 2008, Proceedings of the 2008 IEEE Workshop on Machine Learning for Signal Processing, MLSP 2008. p. 239-243 5 p. 4685486. (Proceedings of the 2008 IEEE Workshop on Machine Learning for Signal Processing, MLSP 2008).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • 2007

    Using XAS and SXRF to study copper in wilson disease at the molecular and tissue level

    Ralle, M., Blackburn, N. J. & Lutsenko, S., 2007, X-RAY ABSORPTION FINE STRUCTURE - XAFS13: 13th International Conference. p. 328-330 3 p. (AIP Conference Proceedings; vol. 882).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Scopus citations