Paul Spellman

Professor

  • 74692 Citations
  • 75 h-Index
1992 …2020

Research output per year

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Research Output

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Conference contribution
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

70 Scopus citations
2013

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

Chang, H., Nayak, N., Spellman, P. T. & Parvin, B., Oct 24 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

27 Scopus citations

Classification of tumor histopathology via sparse feature learning

Nayak, N., Chang, H., Borowsky, A., Spellman, P. & Parvin, B., Aug 22 2013, ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro. p. 410-413 4 p. 6556499. (Proceedings - International Symposium on Biomedical Imaging).

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

13 Scopus citations

Classification of tumor histopathology via sparse feature learning

Nayak, N., Chang, H., Borowsky, A., Spellman, P. & Parvin, B., Aug 22 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

27 Scopus citations

Stacked predictive sparse coding for classification of distinct regions in tumor histopathology

Chang, H., Zhou, Y., Spellman, P. & Parvin, B., Jan 1 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

22 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., Aug 15 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

23 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
2011

Comparison of sparse coding and kernel methods for histopathological classification of gliobastoma multiforme

Han, J., Chang, H., Loss, L., Zhang, K., Baehner, F. L., Gray, J. W., Spellman, P. & Parvin, B., Nov 2 2011, 2011 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI'11. p. 711-714 4 p. 5872505. (Proceedings - International Symposium on Biomedical Imaging).

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

22 Scopus citations
2007

Spectral decomposition of signaling networks

Parvin, B., Ghosh, N., Heiser, L., Knapp, M., Talcott, C., Laderoute, K., Gray, J. & Spellman, P., Dec 1 2007, 2007 IEEE Symposium on Computational Intelligence and Bioinformatics and Computational Biology, CIBCB 2007. p. 76-81 6 p. 4221207. (2007 IEEE Symposium on Computational Intelligence and Bioinformatics and Computational Biology, CIBCB 2007).

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