Dr. Qi Zhang
Associate Professor of Computer Science
- About
- Education
- Awards & Honors
- Selected Research
Current Courses
IT 494.002 Graduate Directed Project
IT 494.004 Graduate Directed Project
IT 494.005 Graduate Directed Project
IT 299.004 Independent Honor Study
IT 299.005 Independent Honor Study
IT 499.001 Independent Research For The Master's Thesis
IT 287.002 Independent Study
IT 287.006 Independent Study
IT 287.011 Independent Study
IT 356.001 Introduction To Computer Graphics
IT 456.001 Introduction to Computer Graphics
IT 179.004 Introduction To Data Structures
IT 358.001 Mobile and Cloud Computing
IT 458.001 Mobile and Cloud Computing
IT 352.001 Data and Information Visualization
IT 452.001 Data and Information Visualization
IT 494.001 Graduate Directed Project
IT 494.002 Graduate Directed Project
IT 494.003 Graduate Directed Project
IT 494.005 Graduate Directed Project
IT 494.010 Graduate Directed Project
IT 299.002 Independent Honor Study
IT 299.003 Independent Honor Study
IT 499.004 Independent Research For The Master's Thesis
IT 287.013 Independent Study
IT 179.001 Introduction To Data Structures
IT 179.002 Introduction To Data Structures
IT 166.003 Python Programming For Science and Data Analysis
Research Interests & Areas
Data and information visualization, computer graphics, machine learning, mobile computing, medical imaging, big data, and high-performance computing
Ph D Biomedical/Computer Engineering Science
Western University
London, Ontario, Canada
MS Computer Science
University of Waterloo
Waterloo, Ontario, Canada
MS Computational Mathematics, concentrating on Computer Graphics
Jilin University
Changchun, Jilin, China
BS Computational Mathematics and Application Software
Jilin University
Chanchun, Jilin, China
CAST Research Fellow
College of Applied Science and Technology, Illinois State University
2025
Illinois State University Impact Award
University College, Illinois State University
2025
Best Presenter
2023 IEEE 13th Annual Computing and Communication Workshop and Conference
2023
Grants and Contracts
An Interactive Visualization and Explainable Deep Learning Framework for Robust ECG Arrhythmia Decision Support
Qi Zhang.
CAST – University Research Grant (URG). July 1 2026 - June 30 2027
Developing Innovative Algorithms and a Software Platform for Deep Brain Stimulation
Qi Zhang.
CAST – University Research Grant (URG). July 1 2025 - June 30 2026
Intelligent Technology for Collaborative Cardiac Diagnosis Using ECG
Qi Zhang, Sunita Ferns.
Illinois State University / OSF HealthCare Partnership – Connected Communities Initiative (CCI). January 1 2025 - December 31 2025
IT Research Grants
Qi Zhang.
The School of Information Technology. July 2023 - June 2024
Multi-Source Pandemic Data Synchronized Visualization for Information Extraction and Trend Prediction Using Machine Learning
Qi Zhang.
CAST – University Research Grant (URG). July 2023 - June 2024
IT School Research Grant
Qi Zhang.
School of Information Technology, Illinois State University. June 30 2022 - July 1 2023
Technology Development for Multi-Modality Medical Data Dynamic Rendering, Enhancement, and Synchronization over the Internet
Qi Zhang.
CAST – University Research Grant (URG). July 1 2022 - June 30 2023
IT Research Grants
Qi Zhang.
School of Information Technology. June 30 2021 - July 1 2022
IT seed Grants
Qi Zhang.
IT School. July 1 2021 - June 30 2022
Technology Development for Medical Data Real-Time Rendering and Information Visual Synchronization over the Internet
Qi Zhang.
CAST – University Research Grant (URG). July 1 2019 - June 30 2020
Faculty Start-Up Grant
Qi Zhang.
School of IT. August 16 2018 - July 16 2019
Book, Chapter
Medical Image Volumetric Visualization: Algorithms, Pipelines, and Surgical Applications
Qi Zhang, Roy Eagleson, Terry Peters.
(2011), 291-317, Medical Image Processing
Conference Proceeding
Exploring Social Determinants of Health and Population Risk Using U.S. Census-Tract Data
Qi Zhang.
2026 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), 308-313, (2026), 10.1109/CCECE68150.2026.11610220
Training Strategies for Imbalanced Single-Task and Multitask Electrocardiogram Classification
Joshua Tiffany, Qi Zhang.
2026 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), 429-434, (2026), 10.1109/CCECE68150.2026.11610257
Visual Analytics for Understanding Curriculum Learning and Generalization in PPO Agents
Qi Zhang, Andrew Reppen.
2026 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), 302-307, (2026), 10.1109/CCECE68150.2026.11609982
Dynamic optical model for time-based enhancement of augmented reality environments
Qi Zhang.
2025 IEEE 15th Annual Computing and Communication Workshop and Conference (CCWC), 01062-01068, (2025), 10.1109/CCWC62904.2025.10903981
Multi-Source Pandemic Data Visualization and Synchronization for Information Extraction
Qi Zhang, James Brokaw.
2023 IEEE 13th Annual Computing and Communication Workshop and Conference (CCWC), 0140-0146, (2023), 10.1109/CCWC57344.2023
Trend Extraction and Visualization of Motor Vehicle Occupant Fatality Rates
Kaci Stromberger, Qi Zhang.
2022 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), 6, (2022), 10.1109/CCECE49351.2022.9918457
Cardiac Image Dynamic Visualization and Enhancement for Palpitation Collaborative Diagnosis Using Internet Synchronization
Qi Zhang, Terry Peters.
2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), 1-4, (2021), 10.1109/BHI50953.2021.9508481
Dual-Modality Cardiac Data Real-Time Rendering and Synchronization in Web Browsers
Qi Zhang.
2020 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), 5 pages, (2020), 10.1109/CCECE47787.2020.9255742
Medical Computing Visual Synchronization Using WebSocket Protocol and Web Rendering
Qi Zhang.
2019 IEEE Canadian Conference of Electrical and Computer Engineering (CCECE), 4 pages, (2019), 10.1109/CCECE43985.2019.9052405
A Software Platform for Real-Time Visualization and Manipulation of 4D Cardiac Images
Qi Zhang, Roy Eagleson, Terry M. Peters.
Springer Berlin Heidelberg, 396--406, (2009)
A two-level transfer function based method for heart display with vascular tissue and scar enhancement
Qi Zhang, Roy Eagleson, Terry Peters.
2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 903-906, (2009)
High-quality anatomical structure enhancement for cardiac image dynamic volume rendering
Qi Zhang, Roy Eagleson, Terry Peters.
SPIE International Symposium on Medical Imaging, 6918, 10, (2008)
GPU-Based Image Manipulation and Enhancement Techniques for Dynamic Volumetric Medical Image Visualization
Qi Zhang, Roy Eagleson, Terry Peters.
IEEE International Symposium on Biomedical Imaging (ISBI), 1168-1171, (2007)
Rapid voxel classification methodology for interactive 3D medical image visualization
Qi Zhang, Roy Eagleson, Terry Peters.
Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention, 10 (2), 86-98, (2007)
Journal Article
Robust multilabel ECG classification under class imbalance using augmentation and adaptive iterative training
Joshua Tiffany, Qi Zhang.
Biomedical Signal Processing and Control, 118, 109767, (2026), https://doi.org/10.1016/j.bspc.2026.109767
A technology framework for distributed preoperative planning and medical training in deep brain stimulation
Qi Zhang, Roy Eagleson, Sandrine de Ribaupierre.
Computerized Medical Imaging and Graphics, 123, 102533, (2025), 10.1016/j.compmedimag.2025.102533
Developing an augmented reality framework with embedded objects and adaptive optical models for advanced lighting simulation
Qi Zhang.
The Visual Computer, 41, 8835–8855, (2025), 10.1007/s00371-025-03902-z
Multidimensional data visualization and synchronization for revealing hidden pandemic information
Qi Zhang, Nikhil Maram.
Information Visualization, 24 (1), 95-113, (2024), https://doi.org/10.1177/14738716241277559
A Web-Based Synchronized Architecture for Collaborative Dynamic Diagnosis and Therapy Planning
Qi Zhang.
IEEE Access, 11, 421-437, (2022), 10.1109/ACCESS.2022.3232275
Medical Data and Mathematically Modeled Implicit Surface Real-Rime Visualization in Web Browsers
Qi Zhang.
International Journal of Image and Graphics, 2250027, (2021), doi.org/10.1142/S0219467822500279
MR and ultrasound cardiac image dynamic visualization and synchronization over Internet for distributed heart function diagnosis
Qi Zhang.
Computerized Medical Imaging and Graphics, 88, 101850, (2020), https://doi.org/10.1016/j.compmedimag.2020.101850
Layer-based visualization and biomedical information exploration of multi-channel large histological data
Qi Zhang.
Journal: Computerized Medical Imaging and Graphics; Publisher: ELSEVIER, 72, 34-76, (2019), https://doi.org/10.1016/j.imu.2018.10.010.
Medical data visual synchronization and information interaction using Internet-based graphics rendering and message-oriented streaming
Qi Zhang.
Informatics in Medicine Unlocked/Elsevier, 17, 14 pages, (2019), https://doi.org/10.1016/j.imu.2019.100253.
Web-based medical data visualization and information sharing towards application in distributed diagnosis
Qi Zhang.
Informatics in Medicine Unlocked, 14, 69-81, (2019), https://doi.org/10.1016/j.imu.2018.10.010
Multimodality Neurological Data Visualization with Multi-VOI Based DTI Fiber Dynamic Integration
Qi Zhang, Murray Alexander, Lawrence Ryner.
IEEE Journal of Biomedical and Health Informatics, 20 (1), 293-303, (2016)
Synchronized 2D/3D optical mapping for interactive exploration and real-time visualization of multi-function neurological images
Qi Zhang.
Computerized Medical Imaging and Graphics, 37 (7-8), 552-567, (2013)
GPU-Based Visualization and Synchronization of 4D Cardiac MR and Ultrasound Images
Qi Zhang, Roy Eagleson, Terry Peters.
IEEE Transactions on Information Technology in Biomedicine, 16 (5), 878-890, (2012)
Rapid scalar value classification and volume clipping for interactive 3D medical image visualization
Qi Zhang, Roy Eagleson, Terry Peters.
The Visual Computer, 27 (1), 3-19, (2011)
Volume Visualization: A Technical Overview with a Focus on Medical Applications
Qi Zhang, Roy Eagleson, Terry M. Peters.
Journal of Digital Imaging, 24 (4), 640--664, (2011)
Fused Whole-Heart Coronary and Myocardial Scar Imaging Using 3-T CMR Implications for Planning of Cardiac Resynchronization Therapy and Coronary Revascularization
James A. White, Nowell Fine, Lorne Gula, Raymond Yee, Mohammed Al-Admawi, Qi Zhang, Andrew Krahn, Andrew Krahn, Allan Skanes, Anna MacDonald, Terry Peters, Maria Drangova.
JACC: Cardiovascular Imaging, 3 (9), 921-930, (2010)
Dynamic real-time 4D cardiac MDCT image display using GPU-accelerated volume rendering
Qi Zhang, Roy Eagleson, Terry M. Peters.
Computerized Medical Imaging and Graphics, 33 (6), 461 - 476, (2009)
High-quality cardiac image dynamic visualization with feature enhancement and virtual surgical tool inclusion
Qi Zhang, Roy Eagleson, Terry M. Peters.
The Visual Computer, 25 (11), 1019--1035, (2009)
Technical Report
A Medical Image Visualization and Exploration Software Platform
Qi Zhang.
Centre For Imaging Technology Commercialization (CIMTEC), (2013)
Defence Experimentation Pipelines, Mathematical Methodologies, and Observational Studies: Analysis and Experimentation Report
Qi Zhang, Dave Allen.
Defence Research and Development Canada, (2010)
PRACTICE - Pattern Recognition and Analysis of Communication Tool for Interaction and Collaboration Extraction
Qi Zhang, Dave Allen.
Defence Research and Development Canada, (2010)