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  • 372 Citations
  • 8 h-Index
20052020

Research output per year

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Research Output

  • 372 Citations
  • 8 h-Index
  • 28 Conference contribution
  • 22 Article
  • 1 Chapter
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Conference contribution
2019

cmIF: A Python Library for Scalable Multiplex Imaging Pipelines

Eng, J., Bucher, E., Gray, E., Campbell, L. G., Thibault, G., Heiser, L., Gibbs, S., Gray, J. W., Chin, K. & Chang, Y. H., Jan 1 2019, Mathematical and Computational Oncology - 1st International Symposium, ISMCO 2019, Proceedings. Bebis, G., Benos, T., Chen, K., Jahn, K. & Lima, E. (eds.). Springer, p. 37-43 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11826 LNCS).

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

Signal removal methods for highly multiplexed immunofluorescent staining using antibody conjugated oligonucleotides

McMahon, N., Jones, J., Eng, J., Kwon, S., Chang, Y. H., Thibault, G., Chin, K-Y., Nederlof, M., Gray, J. & Gibbs, S., Jan 1 2019, Imaging, Manipulation, and Analysis of Biomolecules, Cells, and Tissues XVII. Farkas, D. L., Tarnok, A. & Leary, J. F. (eds.). SPIE, 108810X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10881).

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

Variational autoencoding tissue response to microenvironment perturbation

Schau, G. F., Thibault, G., Dane, M. A., Gray, J., Heiser, L. & Chang, Y. H., Jan 1 2019, Medical Imaging 2019: Image Processing. Landman, B. A., Angelini, E. D., Angelini, E. D. & Angelini, E. D. (eds.). SPIE, 109491M. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10949).

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

2018

A method for quantification of calponin expression in myoepithelial cells in immunohistochemical images of ductal carcinoma in situ

Gray, E., Mitchell, E., Jindal, S., Schedin, P. & Chang, Y. H., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April. p. 796-799 4 p.

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

1 Scopus citations

SHIFT: Speedy histopathological-To-immunofluorescent translation of whole slide images using conditional generative adversarial networks

Burlingame, E. A., Margolin, A., Gray, J. & Chang, Y. H., Jan 1 2018, Medical Imaging 2018: Digital Pathology. SPIE, Vol. 10581. 1058105

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

3 Scopus citations
2017

Breast cancer histopathology image analysis pipeline for tumor purity estimation

Azimi, V., Chang, Y. H., Thibault, G., Smith, J., Tsujikawa, T., Kukull, B., Jensen, B., Corless, C., Margolin, A. & Gray, J., Jun 15 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 1137-1140 4 p. 7950717

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

1 Scopus citations

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

6 Scopus citations

Integrative analysis on histopathological image for identifying cellular heterogeneity

Chang, Y. H., Thibault, G., Johnson, B., Margolin, A. & Gray, J., 2017, Medical Imaging 2017: Digital Pathology. SPIE, Vol. 10140. 101400T

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

Multiplexed immunohistochemistry image analysis using sparse coding

Chang, Y. H., Tsujikawa, T., Margolin, A., Coussens, L. & 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. 4046-4049 4 p. 8037744

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

Secure state estimation for Cyber Physical Systems with sparse malicious packet drops

Fiore, G., Chang, Y. H., Hu, Q., Di Benedetto, M. D. & Tomlin, C. J., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1898-1903 6 p. 7963229

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

3 Scopus citations

Secure state estimation for nonlinear power systems under cyber attacks

Hu, Q., Fooladivanda, D., Chang, Y. H. & Tomlin, C. J., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 2779-2784 6 p. 7963372

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

7 Scopus citations
2016

Iterative function separation for gene regulatory function identification

Bhushan, P., Chang, Y. H. & Tomlin, C. J., Feb 8 2016, Proceedings of the IEEE Conference on Decision and Control. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-February. p. 133-138 6 p. 7402098

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

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

Retrieving common dynamics of gene regulatory networks under various perturbations

Chang, Y. H., Dobbe, R., Bhushan, P., Gray, J. & Tomlin, C. J., Feb 8 2016, Proceedings of the IEEE Conference on Decision and Control. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-February. p. 2531-2536 6 p. 7402597

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

2 Scopus citations

Secure estimation for unmanned aerial vehicles against adversarial cyber attacks

Hu, Q., Chang, Y. H. & Tomlin, C. J., 2016, 30th Congress of the International Council of the Aeronautical Sciences, ICAS 2016. International Council of the Aeronautical Sciences

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

3 Scopus citations
2015

Heterogeneity in cancer dynamics: A convex formulation to dissect dynamic trajectories and infer LTV models of networked systems

Dobbe, R., Chang, Y. H., Korkola, J., Gray, J. & Tomlin, C., Jul 28 2015, Proceedings of the American Control Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-July. p. 4398-4403 6 p. 7172021

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

1 Scopus citations
2014

A design of neural decoder by reducing discrepancy between Manual Control (MC) and Brain Control (BC)

Chang, Y. H., Chen, M., Shanechi, M., Carmena, J. M. & Tomlin, C., Jul 22 2014, 2014 European Control Conference, ECC 2014. Institute of Electrical and Electronics Engineers Inc., p. 516-521 6 p. 6862547

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

2 Scopus citations

Reconstruction of gene regulatory networks with hidden nodes

Chang, Y. H. & Tomlin, C., Jul 22 2014, 2014 European Control Conference, ECC 2014. Institute of Electrical and Electronics Engineers Inc., p. 1492-1497 6 p. 6862187

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

3 Scopus citations
2013

Low-rank representation of neural activity and detection of submovements

Chang, Y. H., Chen, M., Gowda, S., Overduin, S. A., Carmena, J. M. & Tomlin, C., 2013, Proceedings of the IEEE Conference on Decision and Control. Institute of Electrical and Electronics Engineers Inc., p. 2544-2549 6 p. 6760263

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

3 Scopus citations
2012

Data-driven graph reconstruction using compressive sensing

Chang, Y. H. & Tomlin, C., 2012, Proceedings of the IEEE Conference on Decision and Control. p. 1035-1040 6 p. 6426447

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

10 Scopus citations
2011

Biologically-inspired coordination of multiple UAVs using sliding mode control

Chang, Y. H., Tomlin, C. & Hedrick, K., 2011, Proceedings of the American Control Conference. p. 4123-4128 6 p. 5991252

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

5 Scopus citations

Inference of temporally evolving network dynamics with applications in biological systems

Chang, Y. H. & Tomlin, C., 2011, Proceedings of the IEEE Conference on Decision and Control. p. 3706-3711 6 p. 6160849

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

6 Scopus citations

Optimization-based inference for temporally evolving Boolean networks with applications in biology

Chang, Y. H., Gray, J. & Tomlin, C., 2011, Proceedings of the American Control Conference. p. 4129-4134 6 p. 5991347

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

4 Scopus citations
2008

Balance control in whole body coordination framework for biped humanoid robot MAHRU-R

Chang, Y. H., Oh, Y., Kim, D. & Hong, S., 2008, Proceedings of the 17th IEEE International Symposium on Robot and Human Interactive Communication, RO-MAN. p. 401-406 6 p. 4600699

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

7 Scopus citations

Development of a foot mechanism for landing experiment

Cheon, S., Oh, Y., Chang, Y. H. & Park, Y., 2008, IFAC Proceedings Volumes (IFAC-PapersOnline). 1 PART 1 ed. Vol. 17.

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

Vibration suppression and balance control for biped humanoid walking

Chang, Y. H., Oh, Y., Kim, D. & Hong, S., 2008, IFAC Proceedings Volumes (IFAC-PapersOnline). 1 PART 1 ed. Vol. 17.

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

1 Scopus citations

Walking pattern generation for humanoid robots with LQR and feedforward control method

Hong, S., Oh, Y., Chang, Y. H. & You, B. J., 2008, Proceedings - 34th Annual Conference of the IEEE Industrial Electronics Society, IECON 2008. p. 1698-1703 6 p. 4758209

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

5 Scopus citations
2007

An omni-directional walking pattern generation method for humanoid robots with quartic polynomials

Hong, S., Oh, Y., Chang, Y. H. & You, B. J., 2007, IEEE International Conference on Intelligent Robots and Systems. p. 4207-4213 7 p. 4399397

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

13 Scopus citations