Young Hwan Chang

51 papers A 2B 2C 5Journal 18Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Trajectory Landscapes for Therapeutic Strategy Design in Agent-Based Tumor Microenvironment Models. CoRR Eric M. Cramer, Laura M. Heiser, Young Hwan Chang
2025	J	`jnl`	COEXIST: Coordinated single-cell integration of serial multiplexed tissue images. PLoS Comput. Biol. Robert T. Heussner, Cameron F. Watson, Christopher Z. Eddy, Kunlun Wang, Eric M. Cramer, Allison L. Creason, Gordon B. Mills, Young Hwan Chang
2025	—	`conf`	Language of Stains: Tokenization Enhances Multiplex Immunofluorescence and Histology Image Synthesis. MICCAI (4) Zachary S. Sims, Sandhya Govindarajan, Gordon B. Mills, Ece Eksi, Young Hwan Chang
2023	J	`jnl`	3D multiplexed tissue imaging reconstruction and optimized region of interest (ROI) selection through deep learning model of channels embedding. Frontiers Bioinform. Erik A. Burlingame, Luke Ternes, Jia-Ren Lin, Yu-An Chen, Eun Na Kim, Joe W. Gray, Young Hwan Chang
2023	—	`conf`	A Masked Image Modeling Approach to CyCIF Panel Reduction and Marker Imputation. MLCB Zachary S. Sims, Young Hwan Chang
2022	J	`jnl`	Computational multiplex panel reduction to maximize information retention in breast cancer tissue microarrays. PLoS Comput. Biol. Luke Ternes, Jia-Ren Lin, Yu-An Chen, Joe W. Gray, Young Hwan Chang
2022	A	`conf`	Efficient Self-Ensemble for Semantic Segmentation. BMVC Walid Bousselham, Guillaume Thibault, Lucas Pagano, Archana Machireddy, Joe W. Gray, Young Hwan Chang, Xubo Song
2022	J	`jnl`	Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation. Frontiers Digit. Health 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
2022	J	`jnl`	Investigating key cell types and molecules dynamics in PyMT mice model of breast cancer through a mathematical model. PLoS Comput. Biol. Navid Mohammad Mirzaei, Navid Changizi, Alireza Asadpoure, Sumeyye Su, Dilruba Sofia, Zuzana Tatarova, Ioannis K. Zervantonakis, Young Hwan Chang, Leili Shahriyari
2022	—	`conf`	Optimal drug treatment for reducing long-term drug resistance. CDC Tina Ghodsi Asnaashari, Young Hwan Chang
2021	J	`jnl`	Efficient Self-Ensemble Framework for Semantic Segmentation. CoRR Walid Bousselham, Guillaume Thibault, Lucas Pagano, Archana Machireddy, Joe W. Gray, Young Hwan Chang, Xubo Song
2021	—	`conf`	Strategies to Reduce Long-Term Drug Resistance by Considering Effects of Differential Selective Treatments. ISMCO Tina Ghodsi Asnaashari, Young Hwan Chang
2020	—	`conf`	Activation vs. Organization: Prognostic Implications of T and B Cell Features of the PDAC Microenvironment. ISMCO 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
2020	—	`conf`	DISSECT: DISentangle SharablE ConTent for Multimodal Integration and Crosswise-mapping. CDC Geoffrey F. Schau, Erik A. Burlingame, Young Hwan Chang
2020	—	`conf`	Single cell tracking based on Voronoi partition via stable matching. CDC Young Hwan Chang, Jeremy Linsley, Josh Lamstein, Jaslin Kalra, Irina Epstein, Mariya Barch, Kenneth Daily, Phil Snyder, Larsson Omberg, Laura Heiser, Steven Finkbeiner
2019	J	`jnl`	Secure State Estimation and Control for Cyber Security of AC Microgrids. CoRR Dariush Fooladivanda, Qie Hu, Young Hwan Chang, Peter W. Sauer
2019	B	`conf`	Variational autoencoding tissue response to microenvironment perturbation. Image Processing Geoffrey F. Schau, Guillaume Thibault, Mark A. Dane, Joe W. Gray, Laura M. Heiser, Young Hwan Chang
2019	—	`conf`	cmIF: A Python Library for Scalable Multiplex Imaging Pipelines. ISMCO Jennifer Eng, Elmar Bucher, Elliot Gray, Lydia Grace Campbell, Guillaume Thibault, Laura Heiser, Summer Gibbs, Joe W. Gray, Koei Chin, Young Hwan Chang
2018	—	`conf`	A method for quantification of calponin expression in myoepithelial cells in immunohistochemical images of ductal carcinoma in situ. ISBI Elliot Gray, Elizabeth Mitchell, Sonali Jindal, Pepper Schedin, Young Hwan Chang
2018	—	`conf`	SHIFT: speedy histopathological-to-immunofluorescent translation of whole slide images using conditional generative adversarial networks. Digital Pathology Erik A. Burlingame, Adam A. Margolin, Joe W. Gray, Young Hwan Chang
2018	J	`jnl`	Secure State Estimation and Control for Cyber Security of the Nonlinear Power Systems. IEEE Trans. Control. Netw. Syst. Qie Hu, Dariush Fooladivanda, Young Hwan Chang, Claire J. Tomlin
2018	J	`jnl`	Secure estimation based Kalman Filter for cyber-physical systems against sensor attacks. Autom. Young Hwan Chang, Qie Hu, Claire J. Tomlin
2017	—	`conf`	Breast cancer histopathology image analysis pipeline for tumor purity estimation. ISBI Vahid Azimi, Young Hwan Chang, Guillaume Thibault, Jaclyn Smith, Takahiro Tsujikawa, Benjamin Kukull, Bradden Jensen, Christopher Corless, Adam A. Margolin, Joe W. Gray
2017	—	`conf`	Deep learning based Nucleus Classification in pancreas histological images. EMBC Young Hwan Chang, Guillaume Thibault, Owen Madin, Vahid Azimi, Cole Meyers, Brett Johnson, Jason Link, Adam A. Margolin, Joe W. Gray
2017	—	`conf`	Integrative analysis on histopathological image for identifying cellular heterogeneity. Digital Pathology Young Hwan Chang, Guillaume Thibault, Brett Johnson, Adam A. Margolin, Joe W. Gray
2017	—	`conf`	Multiplexed immunohistochemistry image analysis using sparse coding. EMBC Young Hwan Chang, Takahiro Tsujikawa, Adam A. Margolin, Lisa M. Coussens, Joe W. Gray
2017	C	`conf`	Secure state estimation for Cyber Physical Systems with sparse malicious packet drops. ACC Gabriella Fiore, Young Hwan Chang, Qie Hu, Maria Domenica Di Benedetto, Claire J. Tomlin
2017	C	`conf`	Secure state estimation for nonlinear power systems under cyber attacks. ACC Qie Hu, Dariush Fooladivanda, Young Hwan Chang, Claire J. Tomlin
2016	—	`conf`	Quantitative analysis of histological tissue image based on cytological profiles and spatial statistics. EMBC Young Hwan Chang, Guillaume Thibault, Vahid Azimi, Brett Johnson, Danielle Jorgens, Jason Link, Adam A. Margolin, Joe W. Gray
2016	J	`jnl`	Reconstruction of Gene Regulatory Networks Based on Repairing Sparse Low-Rank Matrices. IEEE ACM Trans. Comput. Biol. Bioinform. Young Hwan Chang, Roel Dobbe, Palak Bhushan, Joe W. Gray, Claire J. Tomlin
2016	J	`jnl`	Secure Estimation for Unmanned Aerial Vehicles against Adversarial Cyber Attacks. CoRR Qie Hu, Young Hwan Chang, Claire J. Tomlin
2016	J	`jnl`	Secure State Estimation for Nonlinear Power Systems under Cyber Attacks. CoRR Qie Hu, Dariush Fooladivanda, Young Hwan Chang, Claire J. Tomlin
2016	J	`jnl`	Sparse network identifiability via Compressed Sensing. Autom. David P. Hayden, Young Hwan Chang, Jorge Gonçalves, Claire J. Tomlin
2015	J	`jnl`	Accelerating Submovement Decomposition With Search-Space Reduction Heuristics. IEEE Trans. Biomed. Eng. Suraj Gowda, Simon A. Overduin, Mo Chen, Young Hwan Chang, Claire J. Tomlin, Jose M. Carmena
2015	C	`conf`	Heterogeneity in cancer dynamics: A convex formulation to dissect dynamic trajectories and infer LTV models of networked systems. ACC Roel Dobbe, Young Hwan Chang, James Korkola, Joe W. Gray, Claire J. Tomlin
2015	—	`conf`	Iterative function separation for gene regulatory function identification. CDC Palak Bhushan, Young Hwan Chang, Claire J. Tomlin
2015	—	`conf`	Retrieving common dynamics of gene regulatory networks under various perturbations. CDC Young Hwan Chang, Roel Dobbe, Palak Bhushan, Joe W. Gray, Claire J. Tomlin
2015	J	`jnl`	Secure Estimation based Kalman Filter for Cyber-Physical Systems against Adversarial Attacks. CoRR Young Hwan Chang, Qie Hu, Claire J. Tomlin
2014	—	`conf`	A design of neural decoder by reducing discrepancy between Manual Control (MC) and Brain Control (BC). ECC Young Hwan Chang, Mo Chen, Maryam Shanechi, Jose M. Carmena, Claire J. Tomlin
2014	—	`conf`	Design of a neural decoder by sensory prediction and error correction. CDC Junkai Lu, Mo Chen, Young Hwan Chang, Masayoshi Tomizuka, Jose M. Carmena, Claire J. Tomlin
2014	J	`jnl`	Exact reconstruction of gene regulatory networks using compressive sensing. BMC Bioinform. Young Hwan Chang, Joe W. Gray, Claire J. Tomlin
2014	—	`conf`	Reconstruction of gene regulatory networks with hidden nodes. ECC Young Hwan Chang, Claire J. Tomlin
2013	—	`conf`	Low-rank representation of neural activity and detection of submovements. CDC Young Hwan Chang, Mo Chen, Suraj Gowda, Simon A. Overduin, Jose M. Carmena, Claire J. Tomlin
2013	—	`—`	Towards a Systems Understanding in Biology: Data and Modeling. Young Hwan Chang
2012	—	`conf`	Data-driven graph reconstruction using compressive sensing. CDC Young Hwan Chang, Claire J. Tomlin
2012	J	`jnl`	Optimization-based Inference for Temporally Evolving Networks with Applications in Biology. J. Comput. Biol. Young Hwan Chang, Joe W. Gray, Claire J. Tomlin
2011	C	`conf`	Biologically-inspired coordination of multiple UAVs using sliding mode control. ACC Young Hwan Chang, Claire J. Tomlin, J. Karl Hedrick
2011	—	`conf`	Inference of temporally evolving network dynamics with applications in biological systems. CDC/ECC Young Hwan Chang, Claire J. Tomlin
2011	C	`conf`	Optimization-based inference for temporally evolving Boolean networks with applications in biology. ACC Young Hwan Chang, Joe W. Gray, Claire J. Tomlin
2008	B	`conf`	Balance control in whole body coordination framework for biped humanoid robot MAHRU-R. RO-MAN Young Hwan Chang, Yonghwan Oh, Doik Kim, Seokmin Hong
2007	A	`conf`	An omni-directional walking pattern generation method for humanoid robots with quartic polynomials. IROS Seokmin Hong, Yonghwan Oh, Young Hwan Chang, Bum-Jae You