Young Hwan Chang

Proceedings of the Machine Learning in Computational Biology, November 30, 2023

2022

Computational multiplex panel reduction to maximize information retention in breast cancer tissue microarrays.

[BibT_eX]

[DOI]

PLoS Comput. Biol., September, 2022

Investigating key cell types and molecules dynamics in PyMT mice model of breast cancer through a mathematical model.

[BibT_eX]

[DOI]

Navid Mohammad Mirzaei

Ioannis K. Zervantonakis

Leili Shahriyari

PLoS Comput. Biol., 2022

Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation.

[BibT_eX]

[DOI]

Frontiers Digit. Health, 2022

Optimal drug treatment for reducing long-term drug resistance.

[BibT_eX]

[DOI]

Tina Ghodsi Asnaashari

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Efficient Self-Ensemble for Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Efficient Self-Ensemble Framework for Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

Strategies to Reduce Long-Term Drug Resistance by Considering Effects of Differential Selective Treatments.

[BibT_eX]

[DOI]

Tina Ghodsi Asnaashari

Proceedings of the Mathematical and Computational Oncology - Third International Symposium, 2021

2020

Activation vs. Organization: Prognostic Implications of T and B Cell Features of the PDAC Microenvironment.

[BibT_eX]

[DOI]

Proceedings of the Mathematical and Computational Oncology, 2020

DISSECT: DISentangle SharablE ConTent for Multimodal Integration and Crosswise-mapping.

[BibT_eX]

[DOI]

Geoffrey F. Schau

Erik A. Burlingame

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Single cell tracking based on Voronoi partition via stable matching.

[BibT_eX]

[DOI]

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

Secure State Estimation and Control for Cyber Security of AC Microgrids.

[BibT_eX]

[DOI]

CoRR, 2019

Variational autoencoding tissue response to microenvironment perturbation.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2019: Image Processing, 2019

cmIF: A Python Library for Scalable Multiplex Imaging Pipelines.

[BibT_eX]

[DOI]

Proceedings of the Mathematical and Computational Oncology - First International Symposium, 2019

2018

Secure State Estimation and Control for Cyber Security of the Nonlinear Power Systems.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2018

Secure estimation based Kalman Filter for cyber-physical systems against sensor attacks.

[BibT_eX]

[DOI]

Autom., 2018

SHIFT: speedy histopathological-to-immunofluorescent translation of whole slide images using conditional generative adversarial networks.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017

Integrative analysis on histopathological image for identifying cellular heterogeneity.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2017: Digital Pathology, 2017

Breast cancer histopathology image analysis pipeline for tumor purity estimation.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Multiplexed immunohistochemistry image analysis using sparse coding.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Deep learning based Nucleus Classification in pancreas histological images.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Secure state estimation for nonlinear power systems under cyber attacks.

[BibT_eX]

[DOI]

Proceedings of the 2017 American Control Conference, 2017

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

[BibT_eX]

[DOI]

Gabriella Fiore

Maria Domenica Di Benedetto

Proceedings of the 2017 American Control Conference, 2017

2016

Reconstruction of Gene Regulatory Networks Based on Repairing Sparse Low-Rank Matrices.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2016

Secure Estimation for Unmanned Aerial Vehicles against Adversarial Cyber Attacks.

[BibT_eX]

[DOI]

CoRR, 2016

Sparse network identifiability via Compressed Sensing.

[BibT_eX]

[DOI]

Autom., 2016

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

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Accelerating Submovement Decomposition With Search-Space Reduction Heuristics.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2015

Secure Estimation based Kalman Filter for Cyber-Physical Systems against Adversarial Attacks.

[BibT_eX]

[DOI]

CoRR, 2015

Retrieving common dynamics of gene regulatory networks under various perturbations.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Iterative function separation for gene regulatory function identification.

[BibT_eX]

[DOI]

Palak Bhushan

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

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

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2015

2014

Exact reconstruction of gene regulatory networks using compressive sensing.

[BibT_eX]

[DOI]

Joe W. Gray

BMC Bioinform., 2014

Reconstruction of gene regulatory networks with hidden nodes.

[BibT_eX]

[DOI]

Proceedings of the 13th European Control Conference, 2014

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

[BibT_eX]

[DOI]

Proceedings of the 13th European Control Conference, 2014

Design of a neural decoder by sensory prediction and error correction.

[BibT_eX]

[DOI]

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013

Towards a Systems Understanding in Biology: Data and Modeling.

[BibT_eX]

[DOI]

PhD thesis, 2013

Low-rank representation of neural activity and detection of submovements.

[BibT_eX]

[DOI]

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

Optimization-based Inference for Temporally Evolving Networks with Applications in Biology.

[BibT_eX]

[DOI]

Joe W. Gray

J. Comput. Biol., 2012

Data-driven graph reconstruction using compressive sensing.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011

Inference of temporally evolving network dynamics with applications in biological systems.

[BibT_eX]

[DOI]

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Biologically-inspired coordination of multiple UAVs using sliding mode control.

[BibT_eX]

[DOI]

J. Karl Hedrick

Proceedings of the American Control Conference, 2011

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

[BibT_eX]

[DOI]

Joe W. Gray