Emeritus Professor Stuart Crozier
Emeritus Professor

Stuart Crozier

Email: 

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

Biomedical engineering Engineering Information and Computing Sciences

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

Search Professor Stuart Crozier’s works on UQ eSpace

633 works between 1989 and 2025
All (633) Journal Article (331) Book Chapter (3) Conference Publication (292) Other Outputs (7)

21 - 40 of 633 works

2022

Journal Article

Deep grey matter quantitative susceptibility mapping from small spatial coverages using deep learning

Zhu, Xuanyu, Gao, Yang, Liu, Feng, Crozier, Stuart and Sun, Hongfu (2022). Deep grey matter quantitative susceptibility mapping from small spatial coverages using deep learning. Zeitschrift fur Medizinische Physik, 32 (2), 188-198. doi: 10.1016/j.zemedi.2021.06.004

Deep grey matter quantitative susceptibility mapping from small spatial coverages using deep learning

2022

Journal Article

Exposure of infants to gradient fields in a baby MRI scanner

Tang, Fangfang, Giaccone, Luca, Hao, Jiahao, Freschi, Fabio, Wu, Tongning, Crozier, Stuart and Liu, Feng (2022). Exposure of infants to gradient fields in a baby MRI scanner. Bioelectromagnetics, 43 (2), 69-80. doi: 10.1002/bem.22387

Exposure of infants to gradient fields in a baby MRI scanner

2022

Journal Article

Automated volumetric and statistical shape assessment of cam-type morphology of the femoral head-neck region from clinical 3D magnetic resonance images

Bugeja, Jessica M., Xia, Ying, Chandra, Shekhar S., Murphy, Nicholas J., Eyles, Jillian, Spiers, Libby, Crozier, Stuart, Hunter, David J., Fripp, Jurgen and Engstrom, Craig (2022). Automated volumetric and statistical shape assessment of cam-type morphology of the femoral head-neck region from clinical 3D magnetic resonance images. Quantitative Imaging in Medicine and Surgery, 12 (10), 4941. doi: 10.21037/qims-22-332

Automated volumetric and statistical shape assessment of cam-type morphology of the femoral head-neck region from clinical 3D magnetic resonance images

2022

Conference Publication

Anomaly-aware 3D segmentation of knee magnetic resonance images

Woo, Boyeong, Engstrom, Craig, Fripp, Jurgen, Crozier, Stuart and Chandra, Shekhar S. (2022). Anomaly-aware 3D segmentation of knee magnetic resonance images. 5th International Conference on Medical Imaging with Deep Learning, Zurich, Switzerland, 6-8 July 2022. Cambridge, MA United States: ML Research Press.

Anomaly-aware 3D segmentation of knee magnetic resonance images

2021

Conference Publication

Image reconstruction for the rotating RF coil using k-t bin robust principal component analysis (RPCA) method

Shi, Ke, Li, Mingyan, Weber, Ewald, Crozier, Stuart and Liu, Feng (2021). Image reconstruction for the rotating RF coil using k-t bin robust principal component analysis (RPCA) method. Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Virtual, 1-5 November 2021. Piscataway, NJ, United States: IEEE. doi: 10.1109/EMBC46164.2021.9631104

Image reconstruction for the rotating RF coil using k-t bin robust principal component analysis (RPCA) method

Featured

2021

Journal Article

Case Report: preliminary images from an electromagnetic portable brain scanner for diagnosis and monitoring of acute stroke

Cook, David, Brown, Helen, Widanapathirana, Isuravi, Shah, Darshan, Walsham, James, Trakic, Adnan, Zhu, Guohun, Zamani, Ali, Guo, Lei, Brankovic, Aida, Al-Saffar, Ahmed, Stancombe, Anthony, Bialkowski, Alina, Nguyen, Phong, Bialkowski, Konstanty, Crozier, Stuart and Abbosh, Amin (2021). Case Report: preliminary images from an electromagnetic portable brain scanner for diagnosis and monitoring of acute stroke. Frontiers in Neurology, 12 765412, 765412. doi: 10.3389/fneur.2021.765412

Case Report: preliminary images from an electromagnetic portable brain scanner for diagnosis and monitoring of acute stroke

2021

Journal Article

Accelerating quantitative susceptibility and R2* mapping using incoherent undersampling and deep neural network reconstruction

Gao, Yang, Cloos, Martijn, Liu, Feng, Crozier, Stuart, Pike, G. Bruce and Sun, Hongfu (2021). Accelerating quantitative susceptibility and R2* mapping using incoherent undersampling and deep neural network reconstruction. NeuroImage, 240 118404, 1-13. doi: 10.1016/j.neuroimage.2021.118404

Accelerating quantitative susceptibility and R2* mapping using incoherent undersampling and deep neural network reconstruction

2021

Journal Article

Automated analysis of immediate reliability of T2 and T2* relaxation times of hip joint cartilage from 3 T MR examinations

Bugeja, Jessica M., Chandra, Shekhar S., Neubert, Aleš, Fripp, Jurgen, Lockard, Carly A., Ho, Charles P., Crozier, Stuart and Engstrom, Craig (2021). Automated analysis of immediate reliability of T2 and T2* relaxation times of hip joint cartilage from 3 T MR examinations. Magnetic Resonance Imaging, 82, 42-54. doi: 10.1016/j.mri.2021.06.008

Automated analysis of immediate reliability of T2 and T2* relaxation times of hip joint cartilage from 3 T MR examinations

2021

Journal Article

Deep unregistered multi-contrast MRI reconstruction

Liu, Xinwen, Wang, Jing, Jin, Jin, Li, Mingyan, Tang, Fangfang, Crozier, Stuart and Liu, Feng (2021). Deep unregistered multi-contrast MRI reconstruction. Magnetic Resonance Imaging, 81, 33-41. doi: 10.1016/j.mri.2021.05.005

Deep unregistered multi-contrast MRI reconstruction

2021

Journal Article

Integrated multi-modal antenna with coupled radiating structures (I-MARS) for 7T pTx body MRI

Destruel, Aurelien, Jin, Jin, Weber, Ewald, Li, Mingyan, Engstrom, Craig, Liu, Feng and Crozier, Stuart (2021). Integrated multi-modal antenna with coupled radiating structures (I-MARS) for 7T pTx body MRI. IEEE Transactions on Medical Imaging, 41 (1), 1-13. doi: 10.1109/TMI.2021.3103654

Integrated multi-modal antenna with coupled radiating structures (I-MARS) for 7T pTx body MRI

2021

Journal Article

Bespoke fractal sampling patterns for discrete Fourier space via the kaleidoscope transform

White, Jacob Michael, Crozier, Stuart and Chandra, Shekhar Suresh (2021). Bespoke fractal sampling patterns for discrete Fourier space via the kaleidoscope transform. IEEE Signal Processing Letters, 14 (8), 1-5. doi: 10.1109/lsp.2021.3116510

Bespoke fractal sampling patterns for discrete Fourier space via the kaleidoscope transform

2021

Journal Article

Deep learning in magnetic resonance image reconstruction

Chandra, Shekhar S., Bran Lorenzana, Marlon, Liu, Xinwen, Liu, Siyu, Bollmann, Steffen and Crozier, Stuart (2021). Deep learning in magnetic resonance image reconstruction. Journal of Medical Imaging and Radiation Oncology, 65 (5) 1754-9485.13276, 564-577. doi: 10.1111/1754-9485.13276

Deep learning in magnetic resonance image reconstruction

2021

Journal Article

ReUINet: A fast GNL distortion correction approach on a 1.0 T MRI-Linac scanner

Shan, Shanshan, Li, Mao, Li, Mingyan, Tang, Fangfang, Crozier, Stuart and Liu, Feng (2021). ReUINet: A fast GNL distortion correction approach on a 1.0 T MRI-Linac scanner. Medical Physics, 48 (6), 2991-3002. doi: 10.1002/mp.14861

ReUINet: A fast GNL distortion correction approach on a 1.0 T MRI-Linac scanner

2021

Journal Article

Optimizing multicontrast MRI reconstruction with shareable feature aggregation and selection

Liu, Xinwen, Wang, Jing, Lin, Suzhen, Crozier, Stuart and Liu, Feng (2021). Optimizing multicontrast MRI reconstruction with shareable feature aggregation and selection. NMR in Biomedicine, 34 (8) e4540, 1-13. doi: 10.1002/nbm.4540

Optimizing multicontrast MRI reconstruction with shareable feature aggregation and selection

2021

Conference Publication

Accelerating QSM using compressed sensing and deep neural network

Gao, Yang, Liu, Feng, Crozier, Stuart and Sun, Hongfu (2021). Accelerating QSM using compressed sensing and deep neural network. 2021 ISMRM & SMRT Annual Meeting & Exhibition, Online, 15-20 May 2021. Berkeley, CA, United States: International Society for Magnetic Resonance in Medicine.

Accelerating QSM using compressed sensing and deep neural network

2021

Conference Publication

Can3d: Fast 3D knee mri segmentation via compact context aggregation

Dai, Wei, Woo, Boyeong, Liu, Siyu, Marques, Matthew, Tang, Fangfang, Crozier, Stuart, Engstrom, Craig and Chandra, Shekhar (2021). Can3d: Fast 3D knee mri segmentation via compact context aggregation. 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), Nice, France, 13-16 April 2021. Piscataway, NJ United States: IEEE. doi: 10.1109/isbi48211.2021.9433784

Can3d: Fast 3D knee mri segmentation via compact context aggregation

2021

Journal Article

On the regularization of feature fusion and mapping for fast MR multi-contrast imaging via iterative networks

Liu, Xinwen, Wang, Jing, Sun, Hongfu, Chandra, Shekhar S, Crozier, Stuart and Liu, Feng (2021). On the regularization of feature fusion and mapping for fast MR multi-contrast imaging via iterative networks. Magnetic resonance imaging, 77, 159-168. doi: 10.1016/j.mri.2020.12.019

On the regularization of feature fusion and mapping for fast MR multi-contrast imaging via iterative networks

2021

Journal Article

Metamaterial-inspired radiofrequency (RF) shield with reduced specific absorption rate (SAR) and improved transmit efficiency for UHF MRI

Chen, Haiwei, Guo, Lei, Li, Mingyan, Destruel, Aurelien, Liu, Chunyi, Weber, Ewald, Liu, Feng and Crozier, Stuart (2021). Metamaterial-inspired radiofrequency (RF) shield with reduced specific absorption rate (SAR) and improved transmit efficiency for UHF MRI. IEEE Transactions on Biomedical Engineering, 68 (4) 9190053, 1178-1189. doi: 10.1109/tbme.2020.3022884

Metamaterial-inspired radiofrequency (RF) shield with reduced specific absorption rate (SAR) and improved transmit efficiency for UHF MRI

2021

Journal Article

xQSM: quantitative susceptibility mapping with octave convolutional and noise-regularized neural networks

Gao, Yang, Zhu, Xuanyu, Moffat, Bradford A., Glarin, Rebecca, Wilman, Alan H., Pike, G. Bruce, Crozier, Stuart, Liu, Feng and Sun, Hongfu (2021). xQSM: quantitative susceptibility mapping with octave convolutional and noise-regularized neural networks. NMR in Biomedicine, 34 (3) e4461, e4461. doi: 10.1002/nbm.4461

xQSM: quantitative susceptibility mapping with octave convolutional and noise-regularized neural networks

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

Discrete element and finite element methods provide similar estimations for hip joint contact mechanics during walking gait

Past funding

  • 2021 - 2024
    ChondralHealth Productization: Automated Musculoskeletal MR Image Analysis Algorithms
    Siemens Healthcare Pty Ltd
    Open grant
  • 2018 - 2022
    MR Hip Intervention and Planning System to enhance clinical and surgical outcomes
    NHMRC Development Grant
    Open grant
  • 2018 - 2022
    Portable brain scanner for early stroke detection and monitoring (CRC-P administered by EMVisions Medical Devices Ltd)
    EMvision Medical Devices Ltd
    Open grant
  • 2018 - 2022
    The Australian MRI-Linac Program: Transforming the Science and Clinical Practice of Cancer Radiotherapy (NHMRC Program Grant administered by the University of Sydney)
    University of Sydney
    Open grant
  • 2017 - 2018
    Angio-MR Project - Gradients Development Phase 1 (Individual Contract No. 23 to the Master Agreement as of 31/07/2009)
    Siemens Healthcare Pty Ltd
    Open grant
  • 2017
    Static magnetic field dosimeter
    UniQuest Pty Ltd
    Open grant
  • 2016 - 2018
    Philanthropic donation to Australian MRI-Linac Program
    Research Donation Generic
    Open grant
  • 2016 - 2018
    Advancing Ultrahigh-Field MRI based Neuroimaging
    Queensland-Chinese Academy of Sciences (Q-CAS) Collaborative Science Fund
    Open grant
  • 2016 - 2017
    Measuring acute effects on the vestibular and sensory systems due to movements within strong magnetic fields in a 7T Magnetic Resonance Imaging (MRI) environment (seed funding from NHMRC CRE PRESEE)
    Monash University
    Open grant
  • 2016 - 2020
    Rotating Radiofrequency Phased-array for 7 Tesla Magnetic Resonance Imaging
    ARC Discovery Projects
    Open grant
  • 2015 - 2018
    Development of a non-invasive magnetic resonance based cartilage damage assessment technique
    NHMRC Development Grant
    Open grant
  • 2015
    UQ Travel Award 2015 - Prof Maurizio Repetto
    UQ Travel Grants Scheme
    Open grant
  • 2014 - 2018
    Verifying the safety and image quality of metallic implants at 7T using single and parallel transmit systems
    Siemens Ltd
    Open grant
  • 2014
    Portable Microwave System for Head Imaging and Stroke Detection
    Agilent Technologies Inc
    Open grant
  • 2013 - 2019
    Centre for Population Health Research on Electromagnetic Energy (administered by Monash University)
    Monash University
    Open grant
  • 2013 - 2020
    ACRF Molecular Oncology Translational Imaging Facility (MOTIF)
    Australian Cancer Research Foundation
    Open grant
  • 2013 - 2016
    Heteronuclear parallel imaging and spectroscopy for Magnetic Resonance
    ARC Linkage Projects
    Open grant
  • 2013 - 2017
    The Australian MRI-Linac Program: Improving cancer treatment through real-time image guided adaptive radiotherapy (NHMRC Program Grant administered by University of Sydney)
    University of Sydney
    Open grant
  • 2013
    Understanding radiation insensitivity and temozolomide resistance in Glioblastoma Multiforme
    Cancer Council Queensland
    Open grant
  • 2012 - 2014
    A Hybrid Magnetic Resonance Imaging - Linear Accelerator (MRI-Linac) for Highly Accurate Radiotherapy Cancer Treatment
    ARC Discovery Projects
    Open grant
  • 2012
    Gait analysis for clinical research
    UQ Major Equipment and Infrastructure
    Open grant
  • 2011 - 2015
    A medical diagnostics platform technology project
    Mater Misericordiae Health Services Brisbane Limited
    Open grant
  • 2011 - 2012
    MRI-Linac Research Bunker
    Liverpool Hospital
    Open grant
  • 2010 - 2013
    Dynamic Magnetic Resonance Imaging In Orthopaedics
    ARC Linkage Projects
    Open grant
  • 2010 - 2013
    Automatic Cartilage Segmentation in Magnetic Resonance Imaging
    ARC Linkage Projects
    Open grant
  • 2010 - 2015
    A new approach to designing, developing and commercialising compact very high performance, efficient and effective superconducting magnets... (Smart Futures RIPP grant administered by Magnetica Ltd)
    Magnetica Limited
    Open grant
  • 2010 - 2011
    Automated quantitative analysis of knee joints using magnetic resonance imaging
    Siemens Aktiengesellschaft
    Open grant
  • 2010 - 2014
    Improving the assessment of brain tumour treatment outcome using 18F-FDOPA PET-MRI
    NHMRC Project Grant
    Open grant
  • 2008 - 2011
    Transceive Phased Arrays for Parallel Imaging in High Field Magnetic Resonance Microscopy.
    ARC Linkage Projects
    Open grant
  • 2008 - 2011
    Multi-modal, Multi-dimensional Virtual Microscopy for Diagnostic Quantitative Pathology
    ARC Linkage Projects
    Open grant
  • 2008 - 2011
    MedTeQ - a Medical Diagnostics Platform Technology
    Queensland Government Smart State National and International Research Alliances Program
    Open grant
  • 2008 - 2009
    A 3.0 Tesla MRI system for human cognitive neuroscience research
    ARC Linkage Infrastructure, Equipment and Facilities
    Open grant
  • 2008 - 2012
    High Field Magnetic Resonance Engineering
    ARC Discovery Projects
    Open grant
  • 2008 - 2010
    Improved detection and characterisation of breast cancer using magnetic resonance imaging, and novel image analysis and pattern recognition techniques
    ARC Discovery Projects
    Open grant
  • 2007
    Ambulatory fetal activity monitoring predicts clinical outcome
    Bonnie Babes Foundation
    Open grant
  • 2007 - 2010
    Ambulatory fetal activity monitoring predicts clinical outcome
    NHMRC Project Grant
    Open grant
  • 2007
    Data Grid - Access Layer
    ARC LIEF Collaborating/Partner Organisation Contributions
    Open grant
  • 2006 - 2007
    QPSF Technology Diffusion Project Proposal: Improved Breast Cancer Detection Enabled by Rapid Visualisation of Suspicious Lesions in DCE-MRI of the Breast
    Queensland Cyber Infrastructure Foundation Limited
    Open grant
  • 2006
    Data Grid Storage Infrastructure for e-Research
    ARC Linkage Infrastructure, Equipment and Facilities
    Open grant
  • 2005 - 2006
    Image-Quality-Sensitive Watermarking of Medical Images
    e-Health Research Centre
    Open grant
  • 2005 - 2006
    Improved Early Detection Of Breast Cancer Enabled By Grid-Computing And Advanced Modelling And Visualisation Of MR Images
    ARC Special Research Initiatives - E-Research
    Open grant
  • 2005 - 2010
    New Open MRI Technology for Kinematic Orthopaedic Imaging
    ARC Linkage Projects
    Open grant
  • 2005 - 2007
    Cardiac electrographic modelling and analysis
    ARC Discovery Projects
    Open grant
  • 2004
    Anisotropic Nanocomposites For Artificial Intervertebral Spinal Disc Prostheses
    University of Queensland Research Development Grants Scheme
    Open grant
  • 2004
    ARC Network in Imaging Science and Technology
    ARC Seed Funding for Research Networks
    Open grant
  • 2003 - 2005
    High Field Magnetic Resonance Research and Technology (Subcontract with Univ. Florida for research funded by NIH)
    University of Florida
    Open grant
  • 2003 - 2004
    Biomechanics of the Human Spine Measured Using Magnetic Resonance Imaging
    Queensland University of Technology
    Open grant
  • 2003 - 2007
    Advanced MRI Engineering
    ARC Discovery Projects
    Open grant
  • 2002
    Investigating the fluidity of lumbar spine intervetebral discs using MRI and poroeleastic FE modelling
    University of Queensland Research Development Grants Scheme
    Open grant
  • 2000 - 2001
    Utilisation of Western Hardwoods as Speciality Timbers
    Queensland Department Primary Industries
    Open grant
  • 2000
    A detailed study of the radio frequency drying of hardwood timbers.
    ARC Australian Research Council (Small grants)
    Open grant
  • 2000 - 2002
    Superoxide and the nitric oxide-peroxynitrite pathway in renal ischaemia-reperfusion injury
    NHMRC Project Grant
    Open grant
  • 2000 - 2002
    The design of novel radio-frequency coils for magnetic resonance imaging and spectroscopy
    ARC Australian Research Council (Large grants)
    Open grant
  • 1999 - 2003
    Magnetic Resonance engineering of new compact high field systems
    ARC Australian Senior Research Fellowships
    Open grant
  • 1999
    The nitric oxide-peroxynitrite pathway in renal ischaemia reperfusion injury
    Mayne Bequest Fund
    Open grant
  • 1998
    The Nitric Oxide-Peroxynitritic Pathway in Renal Ischaemia-reperfusion Injury
    Mayne Bequest Fund
    Open grant
  • 1996 - 1998
    The modelling and optimized design of RF resonators for high-field NMR/MRI.
    ARC Australian Research Council (Large grants)
    Open grant

Availability

Emeritus Professor Stuart Crozier is:
Available for supervision

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Supervision history

Current supervision

Completed supervision

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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