
Overview
Background
my research interests are in the design of diagnostic medical devices and new applications for those devices
Prof Crozier is the director of Biomedical Engineering at UQ. He holds a higher doctorate in engineering for his work in improving the technology of imaging equipment. Stuart was elelcted as a fellow of the institute of physics (UK) in 2004 and hold many national and international grants relating to medical imaging and medical devices.
Availability
- Emeritus Professor Stuart Crozier is:
- Available for supervision
- Media expert
Fields of research
Qualifications
- Bachelor (Honours) of Engineering, Queensland University of Technology
- Masters (Coursework) of Applied Science, Queensland University of Technology
- Doctor of Philosophy, The University of Queensland
Works
Search Professor Stuart Crozier’s works on UQ eSpace
2021
Journal Article
Discrete element and finite element methods provide similar estimations for hip joint contact mechanics during walking gait
Li, Mao, Venäläinen, Mikko S., Chandra, Shekhar S., Patel, Rushabh, Fripp, Jurgen, Engstrom, Craig, Korhonen, Rami K., Töyräs, Juha and Crozier, Stuart (2021). Discrete element and finite element methods provide similar estimations for hip joint contact mechanics during walking gait. Journal of Biomechanics, 115 110163, 1-11. doi: 10.1016/j.jbiomech.2020.110163
2020
Journal Article
Automatic lesion detection, segmentation and characterization via 3D multiscale morphological sifting in breast MRI
Min, Hang, McClymont, Darryl, Chandra, Shekhar S., Crozier, Stuart and Bradley, Andrew P. (2020). Automatic lesion detection, segmentation and characterization via 3D multiscale morphological sifting in breast MRI. Biomedical Physics and Engineering Express, 6 (6) 065027, 065027. doi: 10.1088/2057-1976/abc45c
2020
Journal Article
A dedicated eight‐channel receive RF coil array for monkey brain MRI at 9.4 T
Li, Mingyan, Li, Yu, Jin, Jin, Yang, Zhengyi, Zhang, Baogui, Liu, Yanyan, Song, Ming, Freakly, Craig, Weber, Ewald, Liu, Feng, Jiang, Tianzi and Crozier, Stuart (2020). A dedicated eight‐channel receive RF coil array for monkey brain MRI at 9.4 T. NMR in Biomedicine, 33 (10) e4369, 1-16. doi: 10.1002/nbm.4369
2020
Journal Article
Fast geometric distortion correction using a deep neural network: implementation for the 1 Tesla MRI-Linac system
Li, Mao, Shan, Shanshan, Chandra, Shekhar S., Liu, Feng and Crozier, Stuart (2020). Fast geometric distortion correction using a deep neural network: implementation for the 1 Tesla MRI-Linac system. Medical Physics, 47 (9) mp.14382, 4303-4315. doi: 10.1002/mp.14382
2020
Conference Publication
Deep simultaneous optimization of sampling and reconstruction for multi-contrast MRI
Liu, Xinwen, Wang, Jing, Tang, Fangfang, Chandra, Shekhar S., Liu, Feng and Crozier, Stuart (2020). Deep simultaneous optimization of sampling and reconstruction for multi-contrast MRI. ISMRM & SMRT Virtual Conference & Exhibition, 2020, Online, 8-14 August 2020.
2020
Conference Publication
Rapid region-of-interest MRI reconstruction using context-aware rapid region-of-interest MRI reconstruction using context-aware non-local U-net
Liu, Xinwen, Wang, Jing, Tang, Fangfang, Sun, Hongfu, Liu, Feng and Crozier, Stuart (2020). Rapid region-of-interest MRI reconstruction using context-aware rapid region-of-interest MRI reconstruction using context-aware non-local U-net. ISMRM & SMRT Virtual Conference & Exhibition, 2020, Virtual, 8-14 August 2020.
2020
Journal Article
Simultaneous super-resolution and contrast synthesis of routine clinical magnetic resonance images of the knee for improving automatic segmentation of joint cartilage: data from the Osteoarthritis Initiative
Neubert, Aleš, Bourgeat, Pierrick, Wood, Jason, Engstrom, Craig, Chandra, Shekhar S., Crozier, Stuart and Fripp, Jurgen (2020). Simultaneous super-resolution and contrast synthesis of routine clinical magnetic resonance images of the knee for improving automatic segmentation of joint cartilage: data from the Osteoarthritis Initiative. Medical Physics, 47 (10) mp.14421, 4939-4948. doi: 10.1002/mp.14421
2020
Journal Article
Geometric distortion characterization and correction for the 1.0 T Australian MRI-linac system using an inverse electromagnetic method
Shan, Shanshan, Liney, Gary P., Tang, Fangfang, Li, Mingyan, Wang, Yaohui, Ma, Huan, Weber, Ewald, Walker, Amy, Holloway, Lois, Wang, Qiuliang, Wang, Deming, Liu, Feng and Crozier, Stuart (2020). Geometric distortion characterization and correction for the 1.0 T Australian MRI-linac system using an inverse electromagnetic method. Medical Physics, 47 (3) mp.13979, 1126-1138. doi: 10.1002/mp.13979
2020
Journal Article
WARF: a weighted-sum approach to radial MRI image reconstruction with a rotating RF coil
Phair, Andrew, Brideson, Michael, Jin, Jin, Li, Mingyan, Crozier, Stuart and Forbes, Lawrence K. (2020). WARF: a weighted-sum approach to radial MRI image reconstruction with a rotating RF coil. IEEE Transactions on Computational Imaging, 6, 558-568. doi: 10.1109/tci.2020.2964233
2020
Conference Publication
Fully automatic computer-aided mass detection and segmentation via pseudo-color mammograms and Mask R-CNN
Min, Hang, Wilson, Devin, Huang, Yinhuang, Liu, Siyu, Crozier, Stuart, Bradley, Andrew P. and Chandra, Shekhar S. (2020). Fully automatic computer-aided mass detection and segmentation via pseudo-color mammograms and Mask R-CNN. 17th International Symposium on Biomedical Imaging (ISBI), Iowa City, IA, United States, 3-7 April 2020. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/isbi45749.2020.9098732
2020
Conference Publication
Fast high dynamic range MRI by Contrast Enhancement Networks
Marques, Matthew, Engstrom, Craig, Fripp, Jurgen, Crozier, Stuart and Chandra, Shekhar S. (2020). Fast high dynamic range MRI by Contrast Enhancement Networks. 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), Iowa City, IA, United States, 3-7 April 2020. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/isbi45749.2020.9098373
2019
Other Outputs
MRI RF Coil design
Crozier, Stuart, Li, Bing Keong, Liu, Feng and Weber, Ewald (2019). MRI RF Coil design. EP 2281208 B1.
2019
Journal Article
Integral MR-EPT with the Calculation of Coil Current Distributions
Guo, Lei, Li, Mingyan, Nguyen, Phong, Liu, Feng and Crozier, Stuart (2019). Integral MR-EPT with the Calculation of Coil Current Distributions. IEEE Transactions on Medical Imaging, 39 (1) 8736288, 175-187. doi: 10.1109/tmi.2019.2922318
2019
Journal Article
A numerical and experimental study of RF shimming in the presence of hip prostheses using adaptive SAR at 3 T
Destruel, Aurelien, Fuentes, Miguel, Weber, Ewald, O'Brien, Kieran, Jin, Jin, Liu, Feng, Barth, Markus and Crozier, Stuart (2019). A numerical and experimental study of RF shimming in the presence of hip prostheses using adaptive SAR at 3 T. Magnetic Resonance in Medicine, 81 (6), 3826-3839. doi: 10.1002/mrm.27688
2019
Journal Article
A cone-shaped gradient coil design for high-resolution MRI head imaging
Tang, Fangang, Hao, Jiahao, Freschi, Fabio, Niu, Chaoqun, Repetto, Maurizio, Liu, Feng and Crozier, Stuart (2019). A cone-shaped gradient coil design for high-resolution MRI head imaging. Physics in Medicine & Biology, 64 (8) 085003, 085003. doi: 10.1088/1361-6560/ab084a
2019
Journal Article
Gradient Field Deviation (GFD) correction using a hybrid-norm approach with wavelet sub-band dependent regularisation: implementation for radial MRI at 9.4 T
Shan, Shanshan, Li, Mingyan, Tang, Fangfang, Ma, Huan, Liu, Feng and Crozier, Stuart (2019). Gradient Field Deviation (GFD) correction using a hybrid-norm approach with wavelet sub-band dependent regularisation: implementation for radial MRI at 9.4 T. IEEE Transactions on Biomedical Engineering, 66 (9), 1-1. doi: 10.1109/TBME.2019.2895091
2019
Journal Article
Multi-scale sifting for mammographic mass detection and segmentation
Min, Hang, Chandra, Shekhar S, Crozier, Stuart and Bradley, Andrew P (2019). Multi-scale sifting for mammographic mass detection and segmentation. Biomedical Physics and Engineering Express, 5 (2) 025022, 025022. doi: 10.1088/2057-1976/aafc07
2019
Journal Article
Adaptive SAR mass-averaging framework to improve predictions of local RF heating near a hip implant for parallel transmit at 7 T
Destruel, Aurelien, O'Brien, Kieran, Jin, Jin, Liu, Feng, Barth, Markus and Crozier, Stuart (2019). Adaptive SAR mass-averaging framework to improve predictions of local RF heating near a hip implant for parallel transmit at 7 T. Magnetic Resonance in Medicine, 81 (1), 615-627. doi: 10.1002/mrm.27379
2018
Journal Article
Reference-based integral MR-EPT: simulation and experiment studies on the 9.4T MRI
Guo, Lei, Jin, Jin, Li, Mingyan, Wang, Yaohui, Liu, Chun yi, Liu, Feng and Crozier, Stuart (2018). Reference-based integral MR-EPT: simulation and experiment studies on the 9.4T MRI. IEEE Transactions on Biomedical Engineering, 66 (7) 8523676, 1-1. doi: 10.1109/tbme.2018.2879667
2018
Journal Article
Numerical design of high-efficiency whole-body gradient coils with a hybrid cylindrical-planar structure
Niu, Chaoqun, Wang, Qiuliang, Hu, Yang, Wang, Yaohui, Tang, Fangfang, Liu, Feng and Crozier, Stuart (2018). Numerical design of high-efficiency whole-body gradient coils with a hybrid cylindrical-planar structure. IEEE Transactions on Biomedical Engineering, 66 (6) 8502156, 1628-1636. doi: 10.1109/TBME.2018.2877429
Funding
Past funding
Supervision
Availability
- Emeritus Professor Stuart Crozier is:
- Available for supervision
Before you email them, read our advice on how to contact a supervisor.
Supervision history
Current supervision
-
Doctor Philosophy
Improving Feature Extraction and Feature Interpretability for Deep Learning in Medical Image Analysis
Associate Advisor
Other advisors: Associate Professor Craig Engstrom, Dr Shakes Chandra
-
Doctor Philosophy
Manifold Learning for Magnetic Resonance Imaging
Associate Advisor
Other advisors: Associate Professor Craig Engstrom, Dr Shakes Chandra
-
Doctor Philosophy
The design of metamaterial RF shield to reduce specific absorption rate and improve B1 efficiency for ultra-high field MRI
Associate Advisor
Other advisors: Dr Lei Guo, Professor Feng Liu
-
Doctor Philosophy
Deep Learning Applied to Medical Image Analysis
Associate Advisor
Other advisors: Associate Professor Craig Engstrom, Dr Shakes Chandra
-
Doctor Philosophy
Deployable and Explainable Deep Learning Architectures: Navigating Clinical Challenges in Medical Image Segmentation
Associate Advisor
Other advisors: Associate Professor Craig Engstrom, Dr Shakes Chandra
-
Doctor Philosophy
Manifold Learning for Magnetic Resonance Imaging
Associate Advisor
Other advisors: Associate Professor Craig Engstrom, Dr Shakes Chandra
-
Doctor Philosophy
Innovative RF Coil Designs and Metamaterial Applications for Ultra-High Field MRI
Associate Advisor
Other advisors: Dr Lei Guo, Professor Feng Liu
-
Doctor Philosophy
Medical Shape Analysis of 3D MRI Segmentation with Deep Learning
Associate Advisor
Other advisors: Dr Shakes Chandra
-
Doctor Philosophy
Innovative RF Coil Designs and Metamaterial Applications for Ultra-High Field MRI
Associate Advisor
Other advisors: Dr Lei Guo, Professor Feng Liu
-
Doctor Philosophy
Novel deep learning approaches to understanding human diseases
Associate Advisor
Other advisors: Associate Professor Craig Engstrom, Dr Shakes Chandra
-
Doctor Philosophy
Foundational models for visual recognition
Associate Advisor
Other advisors: Associate Professor Craig Engstrom, Dr Shakes Chandra
Completed supervision
-
2019
Doctor Philosophy
Radiofrequency safety and shimming near metal hip prostheses at high and ultra-high field MRI
Principal Advisor
Other advisors: Professor Feng Liu, Professor Markus Barth
-
2017
Doctor Philosophy
Advanced modelling and optimization of gradient coils and their physical behaviour in traditional and paired MRI systems.
Principal Advisor
-
2017
Doctor Philosophy
Gradient Coil Design and Acoustic Noise Control in Magnetic Resonance Imaging Systems
Principal Advisor
Other advisors: Professor Feng Liu
-
2017
Doctor Philosophy
Automated Image Analysis of High-field and Dynamic Musculoskeletal MRI
Principal Advisor
Other advisors: Associate Professor Craig Engstrom
-
2016
Doctor Philosophy
Focusing Microwave Hyperthermia in Realistic Environment for Breast Cancer Treatment
Principal Advisor
Other advisors: Professor Amin Abbosh
-
2015
Doctor Philosophy
The Development of Rotating Radiofrequency Techniques for Ultra-High Field Magnetic Resonance Imaging
Principal Advisor
Other advisors: Professor Feng Liu
-
2015
Doctor Philosophy
Automated Segmentation and Quantitative Analysis of the Hip Joint from Magnetic Resonance Images
Principal Advisor
Other advisors: Associate Professor Craig Engstrom
-
2014
Doctor Philosophy
Clinically based computerized analysis of magnetic resonance imaging of the spine
Principal Advisor
-
-
2012
Doctor Philosophy
Computer-assisted Dental Comparison for Forensic Identification of Human Remains
Principal Advisor
-
2012
Doctor Philosophy
Voxel-Based Analysis of High Angular Resolution Diffusion-Weighted Magnetic Resonance Images
Principal Advisor
-
2011
Doctor Philosophy
Transceive Phased-array Systems for Parallel MRI
Principal Advisor
Other advisors: Professor Feng Liu
-
2011
Master Philosophy
Thoracic electrical impedance model: Investigation into the contribution of ventricular blood volume to the impedance cardiogram.
Principal Advisor
Other advisors: Professor Feng Liu
-
2010
Doctor Philosophy
Exploration of Information in Recurrence Plots to Discriminate Human Heart Rate Variability
Principal Advisor
-
2008
Doctor Philosophy
Automatic Segmentation of the Kneebone and Cartliages
Principal Advisor
-
2008
Doctor Philosophy
Numerical Simulation Tools Design for Field Evaluation in Biomedical Engineering
Principal Advisor
-
2007
Doctor Philosophy
NUMERICAL MODELLING OF ELECTROMAGNETIC FIELD - MATERIAL INTERACTIONS IN MAGNETIC RESONANCE IMAGING
Principal Advisor
Other advisors: Professor Feng Liu
-
2006
Doctor Philosophy
MONITORING THE FLUID FLOW CHARACTERISTICS OF THE OVINE LUMBAR DISC USING MAGNETIC RESONANCE IMAGING AND FINITE ELEMENT ANAYLSIS
Principal Advisor
Other advisors: Professor Martin Veidt
-
2006
Doctor Philosophy
ELECTROMAGNETIC ANALYSIS AND DESIGN OF HIGH FREQUENCY COILS FOR MAGNETIC RERSONANCE
Principal Advisor
-
2006
Doctor Philosophy
THE DESIGN AND ANALYSIS OF HIGH FREQUENCY PHASED ARRAY COILS FOR MRI
Principal Advisor
-
2015
Doctor Philosophy
Computer assisted detection and characterisation of breast cancer in MRI
Joint Principal Advisor
-
2024
Doctor Philosophy
Innovative RF Coil Designs and Metamaterial Applications for Ultra-High Field MRI
Associate Advisor
Other advisors: Dr Lei Guo, Professor Feng Liu
-
2024
Doctor Philosophy
Deployable and Interpretable Deep Learning Architectures: Navigating Clinical Challenges in Medical Image Segmentation
Associate Advisor
Other advisors: Associate Professor Craig Engstrom, Dr Shakes Chandra
-
2024
Doctor Philosophy
Key Applications in Deep Learning Based Quantitative Susceptibility Mapping
Associate Advisor
Other advisors: Dr Hongfu Sun, Professor Feng Liu
-
2022
Doctor Philosophy
Automated Assessment of Cartilage Composition and Cam Morphology using Magnetic Resonance Images of the Hip Joint
Associate Advisor
Other advisors: Associate Professor Craig Engstrom, Dr Shakes Chandra
-
2022
Doctor Philosophy
Improving deep learning-based fast MRI with pre-acquired image guidance
Associate Advisor
Other advisors: Dr Shakes Chandra, Professor Feng Liu
-
2022
Doctor Philosophy
Deep Learning-based Quantitative Susceptibility Mapping: Methods Development and Applications
Associate Advisor
Other advisors: Dr Hongfu Sun, Professor Feng Liu
-
2021
Doctor Philosophy
Correction of Magnetic Resonance Image Distortion due to Gradient Nonlinearity in the Australian MRI-Linac System
Associate Advisor
Other advisors: Professor Feng Liu
-
2020
Doctor Philosophy
Magnetic Resonance Based Electrical Properties Tomography in High/Ultra-High Field MRI
Associate Advisor
Other advisors: Professor Feng Liu
-
2020
Doctor Philosophy
Computer aided lesion detection, segmentation and characterization on mammography and breast MRI
Associate Advisor
Other advisors: Dr Shakes Chandra
-
2008
Doctor Philosophy
High Performance Electromagnetic Computing for Biomedical Applications
Joint Principal Advisor
-
2020
Doctor Philosophy
Incorporating advanced imaging into the treatment of brain tumours.
Associate Advisor
-
2018
Doctor Philosophy
Frequency-Based Microwave Medical Imaging Techniques
Associate Advisor
Other advisors: Professor Amin Abbosh
-
2016
Doctor Philosophy
Gradient coil design and intra-coil eddy currents in MRI systems
Associate Advisor
Other advisors: Professor Feng Liu
-
2016
Doctor Philosophy
Improving the Image Quality in Compressed Sensing MRI by the Exploitation of Data Properties
Associate Advisor
Other advisors: Professor Feng Liu
-
2015
Master Philosophy
The Design of Radiofrequency Coils for a MRI-LINAC System
Associate Advisor
Other advisors: Professor Feng Liu
-
2014
Doctor Philosophy
Exploitation of Sparsity in Compressed Sensing MRI
Associate Advisor
Other advisors: Professor Feng Liu
-
2014
Doctor Philosophy
Split-gradient coil design and analysis for hybrid MRI-involved system
Associate Advisor
Other advisors: Professor Feng Liu
-
2013
Doctor Philosophy
Computational Electromagnetics-tailored Inverse Solution to Radiofrequency Issues of High Field MRI
Associate Advisor
Other advisors: Professor Feng Liu
-
-
2010
Doctor Philosophy
Computer Aided Analysis of Dynamic Contrast Enhanced MRI of Breast Cancer
Associate Advisor
-
2010
Doctor Philosophy
Analysis of Snore Sound Pitch and Total Airway Response in Obstructive Sleep Apnoea Hypopnoea Detection
Associate Advisor
Other advisors: Dr Udantha Abeyratne
-
2008
Doctor Philosophy
Radar Target Recognition based on Ultra Wideband Transient Electromagnetic Scattering
Associate Advisor
-
2005
Master Philosophy
PROCESSING OF SNORE RELATED SOUNDS FOR THE DIAGNOSIS OF OBSTRUCTIVE SLEEP APNOEA (OSA)
Associate Advisor
Other advisors: Dr Udantha Abeyratne
Media
Enquiries
Contact Emeritus Professor Stuart Crozier directly for media enquiries about:
- Bioelectromagnetics
- Biomedical engineering
- Magnetic Resonance Imaging (MRI)
- Magnetic resonance spectroscopy
- MRI
- RF engineering
- Spectroscopy - magnetic resonance
- Superconducting magnet design
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