Research Output

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Conference contribution
2019

On the Analysis of Cyclic Drug Schedules for Cancer Treatment using Switched Dynamical Systems

Chapman, M. P., Mazumdar, E. V., Langer, E., Sears, R. & Tomlin, C. J., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3503-3509 7 p. 8619490. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

1 Scopus citations
2017

Deep learning based Nucleus Classification in pancreas histological images

Chang, Y. H., Thibault, G., Madin, O., Azimi, V., Meyers, C., Johnson, B., Link, J., Margolin, A. & Gray, J., Sep 13 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 672-675 4 p. 8036914

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

10 Scopus citations
2016

A model of phenotypic state dynamics initiates a promising approach to control heterogeneous malignant cell populations

Chapman, M. P., Risom, T. T., Aswani, A., Dobbe, R., Sears, R. C. & Tomlin, C. J., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 2481-2487 7 p. 7798634. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

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

4 Scopus citations

Quantitative analysis of histological tissue image based on cytological profiles and spatial statistics

Chang, Y. H., Thibault, G., Azimi, V., Johnson, B., Jorgens, D., Link, J., Margolin, A. & Gray, J., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 1175-1178 4 p. 7590914

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

7 Scopus citations
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., 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. 1348-1351 4 p. 6556782. (Proceedings - International Symposium on Biomedical Imaging).

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

28 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

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
2008

Phase unwrapping and background correction in MRI

Lan, T., Erdogmus, D., Hayflick, S. J. & Szumowski, J. U., Dec 1 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., Mar 26 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

6 Scopus citations