
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
2017
Journal Article
Mitigation of intra-coil eddy currents in split gradient coils in a hybrid MRI-LINAC system
Tang, Fangfang, Freschi, Fabio, Repetto, Maurizio, Li, Yu, Liu, Feng and Crozier, Stuart (2017). Mitigation of intra-coil eddy currents in split gradient coils in a hybrid MRI-LINAC system. IEEE Transactions on Biomedical Engineering, 64 (3) 7479461, 725-732. doi: 10.1109/TBME.2016.2573316
2017
Journal Article
Image reconstruction for a rotating radiofrequency coil (RRFC) using self-calibrated sensitivity from radial sampling
Jin, Jin, Weber, Ewald, Tesiram, Yasvir, Hugger, Thimo, Li, Mingyan, Fuentes, Miguel, Ullmann, Peter, Stark, Simon, Junge, Sven, Liu, Feng and Crozier, Stuart (2017). Image reconstruction for a rotating radiofrequency coil (RRFC) using self-calibrated sensitivity from radial sampling. IEEE Transactions On Biomedical Engineering, 64 (2) 7452563, 274-283. doi: 10.1109/TBME.2016.2552489
2017
Journal Article
A simulation study on the design of gradient coils in MRI for the imaging area above the patient bed
Hu, Yang , Wang, Qiuliang, Hu, Xinning, Zhu, Xuchen , Crozier, Stuart, Wang, Yaohui and Liu, Feng (2017). A simulation study on the design of gradient coils in MRI for the imaging area above the patient bed. Measurement Science and Technology, 28 (3) 035402, 035402. doi: 10.1088/1361-6501/aa56cd
2017
Journal Article
Synthesis of the Cooling Pathways Optimal Layout for MRI Split Gradient Coils
Smith, Elliot, Freschi, Fabio, Repetto, Maurizio and Crozier, Stuart (2017). Synthesis of the Cooling Pathways Optimal Layout for MRI Split Gradient Coils. IEEE Transactions on Magnetics, 53 (6) 7828112, 1-4. doi: 10.1109/TMAG.2017.2656243
2017
Conference Publication
Synthesis of the cooling pathways optimal layout for MRI gradient coils
Smith, Elliot, Freschi, Fabio, Repetto, Maurizio and Crozier, Stuart (2017). Synthesis of the cooling pathways optimal layout for MRI gradient coils. 17th Biennial IEEE Conference on Electromagnetic Field Computation, IEEE CEFC 2016, Miami, FL, United States, 13 - 16 November 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/CEFC.2016.7816260
2017
Conference Publication
Multi-scale mass segmentation for mammograms via cascaded random forests
Min, Hang, Chandra, Shekhar S., Dhungel, Neeraj, Crozier, Stuart and Bradley, Andrew P. (2017). Multi-scale mass segmentation for mammograms via cascaded random forests. 14th IEEE International Symposium on Biomedical Imaging, ISBI 2017, Melbourne, VIC, Australia, 18 - 21 April 2017. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ISBI.2017.7950481
2017
Conference Publication
Automated cartilage segmentation from 3D MR images of hip joint using an ensemble of neural networks
Xia, Ying , Manjón, Jose V. , Engstrom, Craig , Crozier, Stuart, Salvado, Olivier and Fripp, Jurgen (2017). Automated cartilage segmentation from 3D MR images of hip joint using an ensemble of neural networks. International Symposium on Biomedical Imaging , Melbourne, VIC, Australia, 18-21 April 2017. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/ISBI.2017.7950701
2016
Journal Article
An improved asymmetric gradient coil design for high-resolution MRI head imaging
Tang, Fangfang , Liu, Feng, Freschi, Fabio, Li, Yu, Repetto, Maurizio, Giaccone, Luca, Wang, Yaohui and Crozier, Stuart (2016). An improved asymmetric gradient coil design for high-resolution MRI head imaging. Physics in Medicine and Biology, 61 (24), 8875-8889. doi: 10.1088/1361-6560/61/24/8875
2016
Journal Article
Pseudo-Polar Fourier Transform based Compressed Sensing MRI
Yang, Yang, Liu, Feng, Li, Mingyan, Jin, Jin, Weber, Ewald, Liu, Qinghuo and Crozier, Stuart (2016). Pseudo-Polar Fourier Transform based Compressed Sensing MRI. IEEE Transactions on Biomedical Engineering, 99 (4) 7488260, 816-825. doi: 10.1109/TBME.2016.2578930
2016
Journal Article
Fast automated segmentation of multiple objects via spatially weighted shape learning
Chandra, Shekhar S., Dowling, Jason A., Greer, Peter B., Martin, Jarad, Wratten, Chris, Pichler, Peter, Fripp, Jurgen and Crozier, Stuart (2016). Fast automated segmentation of multiple objects via spatially weighted shape learning. Physics in Medicine and Biology, 61 (22), 8070-8084. doi: 10.1088/0031-9155/61/22/8070
2016
Journal Article
Automatic segmentation of the glenohumeral cartilages from magnetic resonance images
Neubert, A., Yang, Z., Engstrom, C., Xia, Y., Strudwick, M. W., Chandra, S. S., Fripp, J. and Crozier, S. (2016). Automatic segmentation of the glenohumeral cartilages from magnetic resonance images. Medical Physics, 43 (10), 5370-5379. doi: 10.1118/1.4961011
2016
Journal Article
Technical Note: experimental results from a prototype high-field inline MRI-linac
Liney, G. P., Dong, B., Begg, J., Vial, P., Zhang, K., Lee, F., Walker, A., Rai, R., Causer, T., Alnaghy, S. J., Oborn, B. M., Holloway, L., Metcalfe, P., Barton, M., Crozier, S. and Keall, P. (2016). Technical Note: experimental results from a prototype high-field inline MRI-linac. Medical Physics, 43 (9), 5188-5194. doi: 10.1118/1.4961395
2016
Journal Article
Asymmetric gradient coil design for use in a short, open bore magnetic resonance imaging scanner
Wang, Yaohui, Liu, Feng, Li, Yu, Tang, Fangfang and Crozier, Stuart (2016). Asymmetric gradient coil design for use in a short, open bore magnetic resonance imaging scanner. Journal of Magnetic Resonance, 269, 203-212. doi: 10.1016/j.jmr.2016.06.015
2016
Journal Article
A method for reducing secondary field effects in asymmetric MRI gradient coil design
Smith, Elliot, Freschi, Fabio, Repetto, Maurizio and Crozier, Stuart (2016). A method for reducing secondary field effects in asymmetric MRI gradient coil design. IEEE Transactions on Biomedical Engineering, 63 (5) 7270301, 924-932. doi: 10.1109/TBME.2015.2479230
2016
Journal Article
Design and experimental evaluation of a non-invasive microwave head imaging system for intracranial haemorrhage detection
Mobashsher, A. T., Bialkowski, K.S., Abbosh, A.M. and Crozier, S. (2016). Design and experimental evaluation of a non-invasive microwave head imaging system for intracranial haemorrhage detection. PLoS ONE, 11 (4) e0152351, e0152351. doi: 10.1371/journal.pone.0152351
2016
Journal Article
Intra-coil interactions in split gradient coils in a hybrid MRI-LINAC system
Tang, Fangfang, Freschi, Fabio, Sanchez Lopez, Hector, Repetto, Maurizio, Liu, Feng and Crozier, Stuart (2016). Intra-coil interactions in split gradient coils in a hybrid MRI-LINAC system. Journal of Magnetic Resonance, 265 (3) 7479461, 52-58. doi: 10.1016/j.jmr.2016.01.013
2016
Journal Article
Coupled magnetothermal analysis of gradient coils in MRI scanners
Freschi, Fabio, Lopez, Hector Sanchez, Tang, Fangfang, Repetto, Maurizio and Crozier, Stuart (2016). Coupled magnetothermal analysis of gradient coils in MRI scanners. IEEE Transactions On Magnetics, 52 (3) 7208204, 1-4. doi: 10.1109/TMAG.2015.2485778
2016
Journal Article
Thermo-dielectric breast phantom for experimental studies of microwave hyperthermia
Nguyen, P. T., Abbosh, A. M. and Crozier, S. (2016). Thermo-dielectric breast phantom for experimental studies of microwave hyperthermia. IEEE Antennas and Wireless Propagation Letters, 15 7152875, 476-479. doi: 10.1109/LAWP.2015.2453432
2016
Journal Article
Passive shimming of a superconducting magnet using the L1-norm regularized least square algorithm
Kong, Xia, Zhu, Minhua, Xia, Ling, Wang, Qiuliang, Li, Yi, Zhu, Xuchen, Liu, Feng and Crozier, Stuart (2016). Passive shimming of a superconducting magnet using the L1-norm regularized least square algorithm. Journal of Magnetic Resonance, 263, 122-125. doi: 10.1016/j.jmr.2015.11.019
2016
Journal Article
Mixed-dimensional elements in transient thermal analysis of gradient coils
Freschi, Fabio, Lopez, Hector Sanchez, Smith, Elliot, Tang, Fangfang, Repetto, Maurizio and Crozier, Stuart (2016). Mixed-dimensional elements in transient thermal analysis of gradient coils. Numerical Heat Transfer; Part A: Applications, 69 (3), 265-282. doi: 10.1080/10407782.2015.1080571
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
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
Innovative RF Coil Designs and Metamaterial Applications for Ultra-High Field MRI
Associate Advisor
Other advisors: Dr Lei Guo, Professor Feng Liu
-
Doctor Philosophy
Manifold Learning for Magnetic Resonance Imaging
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
-
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
Deep Learning Applied to Medical Image Analysis
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
Manifold Learning for Magnetic Resonance Imaging
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
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
Gradient Coil Design and Acoustic Noise Control in Magnetic Resonance Imaging Systems
Principal Advisor
Other advisors: Professor Feng Liu
-
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
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
Improving deep learning-based fast MRI with pre-acquired image guidance
Associate Advisor
Other advisors: Dr Shakes Chandra, 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
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
Incorporating advanced imaging into the treatment of brain tumours.
Associate Advisor
-
2008
Doctor Philosophy
High Performance Electromagnetic Computing for Biomedical Applications
Joint Principal Advisor
-
2020
Doctor Philosophy
Computer aided lesion detection, segmentation and characterization on mammography and breast MRI
Associate Advisor
Other advisors: Dr Shakes Chandra
-
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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