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2020 – today
- 2023
[j11]Erik A. Burlingame, Luke Ternes, Jia-Ren Lin, Yu-An Chen, Eun Na Kim, Joe W. Gray, Young Hwan Chang:
3D multiplexed tissue imaging reconstruction and optimized region of interest (ROI) selection through deep learning model of channels embedding. Frontiers Bioinform. 3 (2023)- [c31]Zachary S. Sims, Young Hwan Chang:
A Masked Image Modeling Approach to CyCIF Panel Reduction and Marker Imputation. MLCB 2023: 1-9 - 2022
- [j10]Eric A. Stahlberg, Mohamed Abdel-Rahman, Boris Aguilar, Alireza Asadpoure, Robert A. Beckman, Lynn L. Borkon, Jeffrey N. Bryan, Colleen M. Cebulla, Young Hwan Chang, Ansu Chatterjee
, Jun Deng, Sepideh Dolatshahi, Olivier Gevaert, Emily J. Greenspan, Wenrui Hao, Tina Hernandez-Boussard, Pamela R. Jackson, Marieke L. Kuijjer, Adrian Lee, Paul Macklin, Subha Madhavan, Matthew D. McCoy, Navid Mohammad Mirzaei, Talayeh Razzaghi, Heber L. Rocha, Leili Shahriyari, Ilya Shmulevich, Daniel G. Stover, Yi Sun, Tanveer F. Syeda-Mahmood, Jinhua Wang, Qi Wang, Ioannis K. Zervantonakis:
Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation. Frontiers Digit. Health 4 (2022) - [j9]Navid Mohammad Mirzaei, Navid Changizi, Alireza Asadpoure, Sumeyye Su, Dilruba Sofia, Zuzana Tatarova, Ioannis K. Zervantonakis, Young Hwan Chang, Leili Shahriyari:
Investigating key cell types and molecules dynamics in PyMT mice model of breast cancer through a mathematical model. PLoS Comput. Biol. 18(3) (2022) - [j8]Luke Ternes, Jia-Ren Lin, Yu-An Chen, Joe W. Gray, Young Hwan Chang:
Computational multiplex panel reduction to maximize information retention in breast cancer tissue microarrays. PLoS Comput. Biol. 18(9): 1010505 (2022) - [c30]Walid Bousselham, Guillaume Thibault, Lucas Pagano, Archana Machireddy, Joe W. Gray, Young Hwan Chang, Xubo Song:
Efficient Self-Ensemble for Semantic Segmentation. BMVC 2022: 892 - [c29]Tina Ghodsi Asnaashari, Young Hwan Chang:
Optimal drug treatment for reducing long-term drug resistance. CDC 2022: 3213-3218 - 2021
- [c28]Tina Ghodsi Asnaashari, Young Hwan Chang:
Strategies to Reduce Long-Term Drug Resistance by Considering Effects of Differential Selective Treatments. ISMCO 2021: 49-60 - [i5]Walid Bousselham, Guillaume Thibault, Lucas Pagano, Archana Machireddy, Joe W. Gray, Young Hwan Chang, Xubo Song:
Efficient Self-Ensemble Framework for Semantic Segmentation. CoRR abs/2111.13280 (2021) - 2020
- [c27]Young Hwan Chang, Jeremy Linsley, Josh Lamstein, Jaslin Kalra, Irina Epstein, Mariya Barch, Kenneth Daily, Phil Snyder, Larsson Omberg, Laura Heiser, Steven Finkbeiner:
Single cell tracking based on Voronoi partition via stable matching. CDC 2020: 5086-5091 - [c26]Geoffrey F. Schau, Erik A. Burlingame, Young Hwan Chang:
DISSECT: DISentangle SharablE ConTent for Multimodal Integration and Crosswise-mapping. CDC 2020: 5092-5097 - [c25]Elliot Gray, Shannon Liudahl, Shamilene Sivagnanam, Courtney Betts, Jason Link, Dove Keith, Brett Sheppard, Rosalie Sears, Guillaume Thibault, Joe W. Gray, Lisa M. Coussens, Young Hwan Chang:
Activation vs. Organization: Prognostic Implications of T and B Cell Features of the PDAC Microenvironment. ISMCO 2020: 44-55
2010 – 2019
- 2019
- [c24]Jennifer Eng, Elmar Bucher, Elliot Gray, Lydia Grace Campbell, Guillaume Thibault, Laura Heiser, Summer Gibbs, Joe W. Gray, Koei Chin, Young Hwan Chang:
cmIF: A Python Library for Scalable Multiplex Imaging Pipelines. ISMCO 2019: 37-43 - [c23]Geoffrey F. Schau, Guillaume Thibault, Mark A. Dane, Joe W. Gray, Laura M. Heiser, Young Hwan Chang:
Variational autoencoding tissue response to microenvironment perturbation. Medical Imaging: Image Processing 2019: 109491M - [i4]Dariush Fooladivanda, Qie Hu, Young Hwan Chang, Peter W. Sauer:
Secure State Estimation and Control for Cyber Security of AC Microgrids. CoRR abs/1908.05843 (2019) - 2018
- [j7]Young Hwan Chang, Qie Hu, Claire J. Tomlin:
Secure estimation based Kalman Filter for cyber-physical systems against sensor attacks. Autom. 95: 399-412 (2018) - [j6]Qie Hu, Dariush Fooladivanda, Young Hwan Chang, Claire J. Tomlin:
Secure State Estimation and Control for Cyber Security of the Nonlinear Power Systems. IEEE Trans. Control. Netw. Syst. 5(3): 1310-1321 (2018) - [c22]Elliot Gray, Elizabeth Mitchell, Sonali Jindal, Pepper Schedin, Young Hwan Chang:
A method for quantification of calponin expression in myoepithelial cells in immunohistochemical images of ductal carcinoma in situ. ISBI 2018: 796-799 - [c21]Erik A. Burlingame, Adam A. Margolin, Joe W. Gray, Young Hwan Chang:
SHIFT: speedy histopathological-to-immunofluorescent translation of whole slide images using conditional generative adversarial networks. Medical Imaging: Digital Pathology 2018: 1058105 - 2017
- [c20]Gabriella Fiore, Young Hwan Chang, Qie Hu, Maria Domenica Di Benedetto, Claire J. Tomlin:
Secure state estimation for Cyber Physical Systems with sparse malicious packet drops. ACC 2017: 1898-1903 - [c19]Qie Hu, Dariush Fooladivanda, Young Hwan Chang, Claire J. Tomlin:
Secure state estimation for nonlinear power systems under cyber attacks. ACC 2017: 2779-2784 - [c18]Young Hwan Chang, Guillaume Thibault, Owen Madin, Vahid Azimi, Cole Meyers, Brett Johnson, Jason Link, Adam A. Margolin, Joe W. Gray:
Deep learning based Nucleus Classification in pancreas histological images. EMBC 2017: 672-675 - [c17]Young Hwan Chang, Takahiro Tsujikawa, Adam A. Margolin, Lisa M. Coussens, Joe W. Gray:
Multiplexed immunohistochemistry image analysis using sparse coding. EMBC 2017: 4046-4049 - [c16]Vahid Azimi, Young Hwan Chang, Guillaume Thibault, Jaclyn Smith, Takahiro Tsujikawa, Benjamin Kukull, Bradden Jensen, Christopher Corless, Adam A. Margolin, Joe W. Gray:
Breast cancer histopathology image analysis pipeline for tumor purity estimation. ISBI 2017: 1137-1140 - [c15]Young Hwan Chang, Guillaume Thibault, Brett Johnson, Adam A. Margolin, Joe W. Gray:
Integrative analysis on histopathological image for identifying cellular heterogeneity. Medical Imaging: Digital Pathology 2017: 101400T - 2016
- [j5]David P. Hayden, Young Hwan Chang, Jorge Gonçalves, Claire J. Tomlin:
Sparse network identifiability via Compressed Sensing. Autom. 68: 9-17 (2016) - [j4]Young Hwan Chang, Roel Dobbe, Palak Bhushan, Joe W. Gray, Claire J. Tomlin:
Reconstruction of Gene Regulatory Networks Based on Repairing Sparse Low-Rank Matrices. IEEE ACM Trans. Comput. Biol. Bioinform. 13(4): 767-777 (2016) - [c14]Young Hwan Chang, Guillaume Thibault, Vahid Azimi, Brett Johnson, Danielle Jorgens, Jason Link, Adam A. Margolin, Joe W. Gray:
Quantitative analysis of histological tissue image based on cytological profiles and spatial statistics. EMBC 2016: 1175-1178 - [i3]Qie Hu, Dariush Fooladivanda, Young Hwan Chang, Claire J. Tomlin:
Secure State Estimation for Nonlinear Power Systems under Cyber Attacks. CoRR abs/1603.06894 (2016) - [i2]Qie Hu, Young Hwan Chang, Claire J. Tomlin:
Secure Estimation for Unmanned Aerial Vehicles against Adversarial Cyber Attacks. CoRR abs/1606.04176 (2016) - 2015
- [j3]Suraj Gowda, Simon A. Overduin, Mo Chen, Young Hwan Chang, Claire J. Tomlin, Jose M. Carmena:
Accelerating Submovement Decomposition With Search-Space Reduction Heuristics. IEEE Trans. Biomed. Eng. 62(10): 2508-2515 (2015) - [c13]Roel Dobbe, Young Hwan Chang, James Korkola, Joe W. Gray, Claire J. Tomlin:
Heterogeneity in cancer dynamics: A convex formulation to dissect dynamic trajectories and infer LTV models of networked systems. ACC 2015: 4398-4403 - [c12]Palak Bhushan, Young Hwan Chang, Claire J. Tomlin:
Iterative function separation for gene regulatory function identification. CDC 2015: 133-138 - [c11]Young Hwan Chang, Roel Dobbe, Palak Bhushan, Joe W. Gray, Claire J. Tomlin:
Retrieving common dynamics of gene regulatory networks under various perturbations. CDC 2015: 2531-2536 - [i1]Young Hwan Chang, Qie Hu, Claire J. Tomlin:
Secure Estimation based Kalman Filter for Cyber-Physical Systems against Adversarial Attacks. CoRR abs/1512.03853 (2015) - 2014
- [j2]Young Hwan Chang, Joe W. Gray, Claire J. Tomlin:
Exact reconstruction of gene regulatory networks using compressive sensing. BMC Bioinform. 15: 400 (2014) - [c10]Junkai Lu, Mo Chen, Young Hwan Chang, Masayoshi Tomizuka, Jose M. Carmena, Claire J. Tomlin:
Design of a neural decoder by sensory prediction and error correction. CDC 2014: 6999-7004 - [c9]Young Hwan Chang, Mo Chen, Maryam Shanechi, Jose M. Carmena, Claire J. Tomlin:
A design of neural decoder by reducing discrepancy between Manual Control (MC) and Brain Control (BC). ECC 2014: 516-521 - [c8]Young Hwan Chang, Claire J. Tomlin:
Reconstruction of gene regulatory networks with hidden nodes. ECC 2014: 1492-1497 - 2013
- [b1]Young Hwan Chang:
Towards a Systems Understanding in Biology: Data and Modeling. University of California, Berkeley, USA, 2013 - [c7]Young Hwan Chang, Mo Chen, Suraj Gowda, Simon A. Overduin, Jose M. Carmena, Claire J. Tomlin:
Low-rank representation of neural activity and detection of submovements. CDC 2013: 2544-2549 - 2012
- [j1]Young Hwan Chang, Joe W. Gray, Claire J. Tomlin:
Optimization-based Inference for Temporally Evolving Networks with Applications in Biology. J. Comput. Biol. 19(12): 1307-1323 (2012) - [c6]Young Hwan Chang, Claire J. Tomlin:
Data-driven graph reconstruction using compressive sensing. CDC 2012: 1035-1040 - 2011
- [c5]Young Hwan Chang, Claire J. Tomlin, J. Karl Hedrick:
Biologically-inspired coordination of multiple UAVs using sliding mode control. ACC 2011: 4123-4128 - [c4]Young Hwan Chang, Joe W. Gray, Claire J. Tomlin:
Optimization-based inference for temporally evolving Boolean networks with applications in biology. ACC 2011: 4129-4134 - [c3]Young Hwan Chang, Claire J. Tomlin:
Inference of temporally evolving network dynamics with applications in biological systems. CDC/ECC 2011: 3706-3711
2000 – 2009
- 2008
- [c2]Young Hwan Chang, Yonghwan Oh, Doik Kim, Seokmin Hong:
Balance control in whole body coordination framework for biped humanoid robot MAHRU-R. RO-MAN 2008: 401-406 - 2007
- [c1]Seokmin Hong, Yonghwan Oh, Young Hwan Chang, Bum-Jae You:
An omni-directional walking pattern generation method for humanoid robots with quartic polynomials. IROS 2007: 4207-4213
Coauthor Index
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