Faculty profile
Zheng Liu
Back to facultyThis profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a University of British Columbia directory, so their courses may be missing. Find their university profile.
Research
Latest papers
GIMS: Image matching system based on adaptive graph construction and graph neural network.
Neural networks : the official journal of the International Neural Network Society · 2026 · senior author
A deep learning-based framework (Co-ReTr) for auto-segmentation of non-small cell-lung cancer in computed tomography images.
Journal of applied clinical medical physics · 2024
Learning multi-view and centerline topology connectivity information for pulmonary artery-vein separation.
Computers in biology and medicine · 2023
Latest funding
- $132,000
N3uralDrive: Unleashing the Power of AI for Autonomous Driving Scenario Detection and Classification
NSERC · 2024 · Co-investigator
- $40,000
Integrated Multi-Sensing System for Road Network Condition Assessment
NSERC · 2023 · Principal investigator
- $75,000
Multi-Modal ILI Data Fusion for Combined Diagnostics of Pipeline
NSERC · 2022 · Principal investigator
16 publications.
GIMS: Image matching system based on adaptive graph construction and graph neural network.
Song X, Zou Y, Shi Z, Liu Z
A deep learning-based framework (Co-ReTr) for auto-segmentation of non-small cell-lung cancer in computed tomography images.
Kunkyab T, Bahrami Z, Zhang H, Liu Z, Hyde D
Learning multi-view and centerline topology connectivity information for pulmonary artery-vein separation.
Pan L, Li Z, Shen Z, Liu Z, Huang L, Yang M, Zheng B, Zeng T, Zheng S
Editorial: Multimodal brain image fusion: Methods, evaluations, and applications.
Liu Y, Ma J, Zhang Q, Wei W, Chen X, Liu Z
A Lower False Positive Pulmonary Nodule Detection Approach for Early Lung Cancer Screening.
Zheng S, Kong S, Huang Z, Pan L, Zeng T, Zheng B, Yang M, Liu Z
An Efficient and Uncertainty-Aware Decision Support System for Disaster Response Using Aerial Imagery.
Bin J, Zhang R, Wang R, Cao Y, Zheng Y, Blasch E, Liu Z
Anomaly detection of complex magnetic measurements using structured Hankel low-rank modeling and singular value decomposition.
Zhang X, Liu H, Wang Z, Dong H, Ge J, Liu Z
Topic modeling of maintenance logs for linac failure modes and trends identification.
Yun H, Carlone M, Liu Z
A modular magneto-inductive sensor for low vector magnetic field measurements.
Liu H, Wang X, Zhao C, Wang Z, Ge J, Dong H, Liu Z
Quantification of pitting corrosion from thermography using deep neural networks.
Liu S, Liu H, Liu Z
N3uralDrive: Unleashing the Power of AI for Autonomous Driving Scenario Detection and Classification
Principal investigators: Shehata, Mohamed M
Keywords: ai for autonomous vehicles; digital twins; maneuver detection/classification; object detection and tracking; scenario detection/classification
Integrated Multi-Sensing System for Road Network Condition Assessment
Principal investigators: Liu, Zheng Z
Keywords: climate impact; computer vision; inspection and condition assessment; machine learning; non-destructive testing; performance prediction; predictive maintenance; remote sensing; road network performance; sensor data fusion
Multi-Modal ILI Data Fusion for Combined Diagnostics of Pipeline
Principal investigators: Liu, Zheng Z
Keywords: data alignment and matching; inline inspection; machine learning; magnetic flux leakage testing; non-destructive evaluation; pipeline corrosion; pipeline integrity management; sensor data/information fusion; signal translation; ultrasound testing
Digital twin computing for predictive maintenance of industrial systems
Principal investigators: Liu, Zheng
Keywords: digital twin and digital twin computing; industrial predictive maintenance; data/information fusion; industrial internet of things; non-destructive evaluation, diagnostics and prognostics; sensor signal processing; data analytics and machine learning; simulation and modeling; prediction and inference; decision-making
Embedded AI for Continuous Health Monitoring Patch
Principal investigators: Liu, Zheng Z
Optimizing mill performance through machine learning empowered sensing data analytics
Principal investigators: Liu, Zheng
CREATE Immersive Technologies (CITech)
Principal investigators: Sadeghzadeh Milani, Abbas A
Keywords: 3d learning; application innovation; community engagement; data visualization; education innovation; immersive technologies; interactivity; problem-based learning; smart manufacturing and maintenance; technology innovation
Food Odyssey: An exploratory study of the implementation of sustainable and resilient local food systems
Principal investigators: Li, Eric P.H.
Keywords: food insecurity; local food systems; poverty reduction; multidisciplinary; community-based research; health inequity
Multi-Modal Imaging System for Real-Time Liquid Leak Detection
Principal investigators: Liu, Zheng
Empowering the pipedriver technology for water pipeline inspection through multi-sensor data analytics
Principal investigators: Liu, Zheng
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
A short, specific email works best. This draft uses one of their recent papers; replace the parts in brackets with your own details before sending.