
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
2014
Conference Publication
Automatic Bone Segmentation for Shoulder {MRI} using Statistical Shape Models
Yang, Zhengyi, Fripp, Jurgen, Engstrom, Craig, Chandra, Shekhar, Xia, Ying, Paproki, Anthony, Strudwick, Mark, Neubert, Ales and Crozier, Stuart (2014). Automatic Bone Segmentation for Shoulder {MRI} using Statistical Shape Models. 2014 – Joint Annual Meeting ISMRM-ESMRMB, 22nd Scientific Meeting and Exhibition, Milan, Italy, 10-16 May 2014. Berkeley, CA United States: International Society for Magnetic Resonance in Medicine.
2014
Conference Publication
Inverse RF Array Head Coil Design for MRI-LINAC System
Wang. Y., Li, Y., Liu, F., Weber, E., Sanchez, H. and Crozier, S. (2014). Inverse RF Array Head Coil Design for MRI-LINAC System. International Society for Magnetic Resonance in Medicine (ISMRM), Milan, Italy, 10-16 May 2014. International Society for Magnetic Resonance in Medicine.
2013
Other Outputs
Method of estimating specific absorption rate
Crozier, Stuart, Weber, Ewald, Jin Jin and Liu, Feng (2013). Method of estimating specific absorption rate. WO2013181703 A1.
2013
Journal Article
A comparative numerical study of rotating and stationary RF coils in terms of flip angle and specific absorption rate for 7 T MRI
Trakic, A., Jin, J., Li, M., McClymont, D., Weber, E., Liu, F. and Crozier, S. (2013). A comparative numerical study of rotating and stationary RF coils in terms of flip angle and specific absorption rate for 7 T MRI. Journal of Magnetic Resonance, 236, 70-82. doi: 10.1016/j.jmr.2013.08.016
2013
Journal Article
Automated bone segmentation from large field of view 3D MR images of the hip joint
Xia, Ying, Fripp, Jurgen, Chandra, Shekhar S., Schwarz, Raphael, Engstrom, Craig and Crozier, Stuart (2013). Automated bone segmentation from large field of view 3D MR images of the hip joint. Physics in Medicine and Biology, 58 (20), 7375-7390. doi: 10.1088/0031-9155/58/20/7375
2013
Journal Article
Sparsity-constrained SENSE reconstruction: an efficient implementation using a fast composite splitting algorithm
Jiang, Mingfeng, Jin, Jin, Liu, Feng, Yu, Yeyang, Xia, Ling, Wang, Yaming and Crozier, Stuart (2013). Sparsity-constrained SENSE reconstruction: an efficient implementation using a fast composite splitting algorithm. Magnetic Resonance Imaging, 31 (7), 1218-1227. doi: 10.1016/j.mri.2012.12.003
2013
Journal Article
Minimum maximum temperature gradient coil design
While, Peter T., Poole, Michael S., Forbes, Larry K. and Crozier, Stuart (2013). Minimum maximum temperature gradient coil design. Magnetic Resonance in Medicine, 70 (2), 584-594. doi: 10.1002/mrm.24492
2013
Journal Article
A MRI rotary phased array head coil
Li, Bing Keong, Weber, Ewald and Crozier, Stuart (2013). A MRI rotary phased array head coil. IEEE Transactions on Biomedical Circuits and Systems, 7 (4) 2230173, 548-556. doi: 10.1109/TBCAS.2012.2230173
2013
Journal Article
Multilayer integral method for simulation of eddy currents in thin volumes of arbitrary geometry produced by MRI gradient coils
Sanchez Lopez, Hector, Freschi, Fabio, Trakic, Adnan, Smith, Elliot, Herbert, Jeremy, Fuentes, Miguel, Wilson, Stephen, Liu, Limei, Repetto, Maurizio and Crozier, Stuart (2013). Multilayer integral method for simulation of eddy currents in thin volumes of arbitrary geometry produced by MRI gradient coils. Magnetic Resonance in Medicine, 71 (5), 1912-1922. doi: 10.1002/mrm.24819
2013
Journal Article
Three-dimensional morphological and signal intensity features for detection of intervertebral disc degeneration from magnetic resonance images
Neubert, A., Fripp, J., Engstrom, C., Walker, D., Weber, M-A., Schwarz, R. and Crozier, S. (2013). Three-dimensional morphological and signal intensity features for detection of intervertebral disc degeneration from magnetic resonance images. Journal of the American Medical Informatics Association, 20 (6), 1082-1090. doi: 10.1136/amiajnl-2012-001547
2013
Journal Article
Mutual information-based binarisation of multiple images of an object: an application in medical imaging
Gal, Yaniv, Mehnert, Andrew, Rose, Stephen and Crozier, Stuart (2013). Mutual information-based binarisation of multiple images of an object: an application in medical imaging. IET Computer Vision, 7 (3), 163-169. doi: 10.1049/iet-cvi.2012.0135
2013
Journal Article
Tissue classification for PET/MRI attenuation correction using conditional random field and image fusion
Yang, Zhengyi, Choupan, Jeiran, Sepehrband, Farshid, Reutens, David and Crozier, Stuart (2013). Tissue classification for PET/MRI attenuation correction using conditional random field and image fusion. International Journal of Machine Learning and Computing, 3 (1), 87-92. doi: 10.7763/IJMLC.2013.V3.278
2013
Conference Publication
B1 gradient encoding with the rotating RF coil
Trakic, Adnan, Weber, Ewald, Jin, Jin, Li, Mingyan, Liu, Feng and Crozier, Stuart (2013). B1 gradient encoding with the rotating RF coil. International Society for Magnetic Resonance in Medicine (ISMRM): 21st Scientific Meeting and Exhibition, Salt Lake City, UT, United States, 20-16 April 2013. New York, NY, United States: International Society of Magnetic Resonance in Medicine.
2013
Conference Publication
From matrix to tensor: compressed sensing dynamic MRI using tensor based sparsity
Yeyang Yu, Jin Jin, Liu, Feng, Crozier, Stuart and Hong, Mingjian (2013). From matrix to tensor: compressed sensing dynamic MRI using tensor based sparsity. International Society for Magnetic Resonance in Medicine, 21st Annual Meeting and Exhibition, Salt Lake City, UT, United States, 20-26 April 2013. New York, NY, United States: International Society of Magnetic Resonance in Medicine.
2013
Journal Article
Correlation of MRI-derived apparent diffusion coefficients in newly diagnosed gliomas with [18F]-Fluoro-L-Dopa PET: what are we really measuring with minimum ADC?
Rose, S., Fay, M., Thomas, P., Bourgeat, P., Dowson, N., Salvado, O., Gal, Y., Coulthard, A. and Crozier, S. (2013). Correlation of MRI-derived apparent diffusion coefficients in newly diagnosed gliomas with [18F]-Fluoro-L-Dopa PET: what are we really measuring with minimum ADC?. American Journal of Neuroradiology, 34 (4), 758-764. doi: 10.3174/ajnr.A3315
2013
Conference Publication
Automated classification of bone and air volumes for hybrid PET-MRI brain imaging
Chan, Sze-Liang Stanley, Gal, Yaniv, Jeffree, Rosalind L., Fay, Michael, Thomas, Paul, Crozier, Stuart and Yang, Zhengyi (2013). Automated classification of bone and air volumes for hybrid PET-MRI brain imaging. 2013 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Hobart, TAS Australia, 26 -28 November 2013. Piscataway, NJ USA: I E E E. doi: 10.1109/DICTA.2013.6691483
2013
Conference Publication
Automatic quantification of 3D morphology and appearance of intervertebral discs in high resolution MRI
Neubert, Ales, Fripp, Jurgen, Engstrom, Craig, Walker, Duncan, Schwarz, Raphael and Crozier, Stuart (2013). Automatic quantification of 3D morphology and appearance of intervertebral discs in high resolution MRI. International Society for Magnetic Resonance in Medicine, 21st Annual Meeting and Exhibition, Salt Lake City, UT, United States, 20-26 April 2013. New York, NY, United States: International Society of Magnetic Resonance in Medicine.
2013
Journal Article
Wideband and compact quasi-Yagi antenna integrated with balun of microstrip to slotline transitions
Nguyen, P. T., Abbosh, A. and Crozier, S. (2013). Wideband and compact quasi-Yagi antenna integrated with balun of microstrip to slotline transitions. Electronics Letters, 49 (2), 88-89. doi: 10.1049/el.2012.3192
2013
Conference Publication
Application of Rotating RF Coil Array in B1 Shimming with Strict Local SAR Constraints
Jin Jin, Liu, Feng, Trakic, Adnan, Weber, Ewald and Crozier, Stuart (2013). Application of Rotating RF Coil Array in B1 Shimming with Strict Local SAR Constraints. ISMRM (International Society for Magnetic Resonance in Medicine), Salt Lake City, USA, 20-26 April 2013.
2013
Conference Publication
Efficient hybrid imaging reconstruction of sensitivity encoding parallel imaging performed on rotating radiofrequency coil array
Li, Mingyan, Jin Jin, Liu, Feng, Trakic, Adnan and Crozier, Stuart (2013). Efficient hybrid imaging reconstruction of sensitivity encoding parallel imaging performed on rotating radiofrequency coil array. International Society for Magnetic Resonance in Medicine, 21st Annual Meeting and Exhibition, Salt Lake City, UT, United States, 20-26 April 2013. New York, NY, United States: International Society of Magnetic Resonance in Medicine.
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
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
Deep Learning Applied to Medical Image Analysis
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
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
-
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
Completed supervision
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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
-
2008
Doctor Philosophy
High Performance Electromagnetic Computing for Biomedical Applications
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
Incorporating advanced imaging into the treatment of brain tumours.
Associate 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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