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

631 works between 1989 and 2024
All (631) Journal Article (330) Book Chapter (3) Conference Publication (291) Other Outputs (7)

1 - 20 of 631 works

2024

Journal Article

Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative

Woo, Boyeong, Engstrom, Craig, Baresic, William, Fripp, Jurgen, Crozier, Stuart and Chandra, Shekhar S. (2024). Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative. Medical Image Analysis, 93 103089, 103089. doi: 10.1016/j.media.2024.103089

Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative

2024

Journal Article

Clinical electromagnetic brain scanner

Abbosh, Amin, Bialkowski, Konstanty, Guo, Lei, Al-Saffar, Ahmed, Zamani, Ali, Trakic, Adnan, Brankovic, Aida, Bialkowski, Alina, Zhu, Guohun, Cook, David and Crozier, Stuart (2024). Clinical electromagnetic brain scanner. Scientific Reports, 14 (1) 5760, 1-16. doi: 10.1038/s41598-024-55360-7

Clinical electromagnetic brain scanner

2024

Journal Article

Analysis of cam location characteristics in FAI syndrome patients from 3D MR images demonstrates sex‐specific differences

Bugeja, Jessica M., Xia, Ying, Chandra, Shekhar S., Murphy, Nicholas J., Crozier, Stuart, Hunter, David J., Fripp, Jurgen and Engstrom, Craig (2024). Analysis of cam location characteristics in FAI syndrome patients from 3D MR images demonstrates sex‐specific differences. Journal of Orthopaedic Research, 42 (2), 385-394. doi: 10.1002/jor.25674

Analysis of cam location characteristics in FAI syndrome patients from 3D MR images demonstrates sex‐specific differences

2023

Conference Publication

Manipulating medical image translation with manifold disentanglement

Liu, Siyu, Dowling, Jason A., Engstrom, Craig, Greer, Peter B., Crozier, Stuart and Chandra, Shekhar S. (2023). Manipulating medical image translation with manifold disentanglement. 2023 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Port Macquarie, Australia, 28 November-1 December 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/dicta60407.2023.00053

Manipulating medical image translation with manifold disentanglement

2023

Conference Publication

AF automatic classification based on different time-delay values of the recurrence plot

Zhang, Hua, Liu, Chengyu, Tang, Fangfang, Li, Mingyan, Xia, Ling, Crozier, Stuart, Xu, Wenlong and Liu, Feng (2023). AF automatic classification based on different time-delay values of the recurrence plot. 45th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Sydney, NSW Australia, 24-27 July 2023. New York, NY USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/EMBC40787.2023.10340928

AF automatic classification based on different time-delay values of the recurrence plot

2023

Journal Article

Atrial fibrillation classification based on the 2D representation of minimal subset ECG and a non-deep neural network

Zhang, Hua, Liu, Chengyu, Tang, Fangfang, Li, Mingyan, Zhang, Dongxia, Xia, Ling, Crozier, Stuart, Gan, Hongping, Zhao, Nan, Xu, Wenlong and Liu, Feng (2023). Atrial fibrillation classification based on the 2D representation of minimal subset ECG and a non-deep neural network. Frontiers in Physiology, 14 1070621, 1070621. doi: 10.3389/fphys.2023.1070621

Atrial fibrillation classification based on the 2D representation of minimal subset ECG and a non-deep neural network

2023

Conference Publication

Semantic segmentation of 3D medical images through a kaleidoscope: data from the Osteoarthritis Initiative

Woo, Boyeong, Bran Lorenzanal, Marlon, Engstrom, Craig, Baresic, William, Fripp, Jurgen, Crozier, Stuart and Chandra, Shekhar S. (2023). Semantic segmentation of 3D medical images through a kaleidoscope: data from the Osteoarthritis Initiative. 6th International Conference on Medical Imaging with Deep Learning (MIDL), Nashville, TN, United States, 10-12 July 2023. San Diego, CA, United States: JMLR-Journal of Machine Learning Research.

Semantic segmentation of 3D medical images through a kaleidoscope: data from the Osteoarthritis Initiative

2023

Conference Publication

QSM from the raw phase using an end-to-end neural network

Gao, Yang, Xiong, Zhuang, Fazlollahi, Amir, Nestor, Peter, Vegh, Viktor, Pike, G. Bruce, Crozier, Stuart, Liu, Feng and Sun, Hongfu (2023). QSM from the raw phase using an end-to-end neural network. ISMRM Annual Meeting, London, United Kingdom, 7-12 May 2022. Berkeley, CA, United States: International Society for Magnetic Resonance in Medicine. doi: 10.58530/2022/4740

QSM from the raw phase using an end-to-end neural network

2023

Conference Publication

Exposure of infants in baby gradient coils

Tang, Fangfang, Giaccone, Luca, Freschi, Fabio, Crozier, Stuart and Liu, Feng (2023). Exposure of infants in baby gradient coils. ISMRM Annual Meeting, London, United Kingdom, 7-12 May 2022. Concord, CA, United States: ISMRM. doi: 10.58530/2022/4372

Exposure of infants in baby gradient coils

2023

Journal Article

Brain injury localization and size estimation using electromagnetic symmetric crossing lines method

Zhu, Guohun, Bialkowski, Alina, Crozier, Stuart, Guo, Lei, Nguyen, Phong, Stancombe, Anthony and Abbosh, Amin (2023). Brain injury localization and size estimation using electromagnetic symmetric crossing lines method. IEEE Transactions on Instrumentation and Measurement, 72 2521011, 1-1. doi: 10.1109/tim.2023.3295014

Brain injury localization and size estimation using electromagnetic symmetric crossing lines method

2023

Conference Publication

Style-based manifold for weakly-supervised disease characteristic discovery

Liu, Siyu, Liu, Linfeng, Engstrom, Craig, To, Xuan Vinh, Ge, Zongyuan, Crozier, Stuart, Nasrallah, Fatima and Chandra, Shekhar S. (2023). Style-based manifold for weakly-supervised disease characteristic discovery. MICCAI 2023: 26th International Conference, Vancouver, BC, Canada, 8-12 October 2023. Heidelberg, Germany: Springer. doi: 10.1007/978-3-031-43904-9_36

Style-based manifold for weakly-supervised disease characteristic discovery

2023

Conference Publication

Semantic segmentation of 3D medical images through a kaleidoscope: data from the Osteoarthritis Initiative

Woo, Boyeong, Bran Lorenzana, Marlon, Engstrom, Craig, Baresic, William, Fripp, Jurgen, Crozier, Stuart and Chandra, Shekhar S. (2023). Semantic segmentation of 3D medical images through a kaleidoscope: data from the Osteoarthritis Initiative. Medical Imaging with Deep Learning, Nashville, TN, United States, 10-12 July 2023. Cambridge, MA, United States: ML Research Press.

Semantic segmentation of 3D medical images through a kaleidoscope: data from the Osteoarthritis Initiative

2022

Other Outputs

Osteoarthritis Initiative (OAI) - UQ

Woo, Boyeong , Chandra, Shekhar S. , Engstrom, Craig and Crozier, Stuart (2022). Osteoarthritis Initiative (OAI) - UQ. The University of Queensland. (Dataset) doi: 10.48610/d8e13fb

Osteoarthritis Initiative (OAI) - UQ

2022

Journal Article

Instant tissue field and magnetic susceptibility mapping from MRI raw phase using Laplacian enhanced deep neural networks

Gao, Yang, Xiong, Zhuang, Fazlollahi, Amir, Nestor, Peter J., Vegh, Viktor, Nasrallah, Fatima, Winter, Craig, Pike, G. Bruce, Crozier, Stuart, Liu, Feng and Sun, Hongfu (2022). Instant tissue field and magnetic susceptibility mapping from MRI raw phase using Laplacian enhanced deep neural networks. NeuroImage, 259 119410, 1-13. doi: 10.1016/j.neuroimage.2022.119410

Instant tissue field and magnetic susceptibility mapping from MRI raw phase using Laplacian enhanced deep neural networks

2022

Journal Article

BFRnet: A deep learning-based MR background field removal method for QSM of the brain containing significant pathological susceptibility sources

Zhu, Xuanyu, Gao, Yang, Liu, Feng, Crozier, Stuart and Sun, Hongfu (2022). BFRnet: A deep learning-based MR background field removal method for QSM of the brain containing significant pathological susceptibility sources. Zeitschrift fur Medizinische Physik, 33 (4), 578-590. doi: 10.1016/j.zemedi.2022.08.001

BFRnet: A deep learning-based MR background field removal method for QSM of the brain containing significant pathological susceptibility sources

2022

Journal Article

CAN3D: Fast 3D medical image segmentation via compact context aggregation

Dai, Wei, Woo, Boyeong, Liu, Siyu, Marques, Matthew, Engstrom, Craig, Greer, Peter B., Crozier, Stuart, Dowling, Jason A. and Chandra, Shekhar S. (2022). CAN3D: Fast 3D medical image segmentation via compact context aggregation. Medical Image Analysis, 82 102562, 1-17. doi: 10.1016/j.media.2022.102562

CAN3D: Fast 3D medical image segmentation via compact context aggregation

2022

Journal Article

Cardiac Arrhythmia classification based on 3D recurrence plot analysis and deep learning

Zhang, Hua, Liu, Chengyu, Tang, Fangfang, Li, Mingyan, Zhang, Dongxia, Xia, Ling, Zhao, Nan, Li, Sheng, Crozier, Stuart, Xu, Wenlong and Liu, Feng (2022). Cardiac Arrhythmia classification based on 3D recurrence plot analysis and deep learning. Frontiers in Physiology, 13 956320, 956320. doi: 10.3389/fphys.2022.956320

Cardiac Arrhythmia classification based on 3D recurrence plot analysis and deep learning

2022

Journal Article

Automated 3D analysis of clinical magnetic resonance images demonstrates significant reductions in cam morphology following arthroscopic intervention in contrast to physiotherapy

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 3D analysis of clinical magnetic resonance images demonstrates significant reductions in cam morphology following arthroscopic intervention in contrast to physiotherapy. Arthroscopy, Sports Medicine, and Rehabilitation, 4 (4), e1353-e1362. doi: 10.1016/j.asmr.2022.04.020

Automated 3D analysis of clinical magnetic resonance images demonstrates significant reductions in cam morphology following arthroscopic intervention in contrast to physiotherapy

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

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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