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Matthew Field
Matthew Field
University of New South Wales and Ingham Institute for Applied Medical Research
Verified email at unsw.edu.au
Title
Cited by
Cited by
Year
The role of deep learning and radiomic feature extraction in cancer-specific predictive modelling: a review
A Vial, D Stirling, M Field, M Ros, C Ritz, M Carolan, L Holloway, AA Miller
Translational Cancer Research 7 (3), 2018
1942018
Motion capture in robotics review
M Field, D Stirling, F Naghdy, Z Pan
2009 IEEE International Conference on Control and Automation, 1697-1702, 2009
1302009
Human motion capture sensors and analysis in robotics
M Field, Z Pan, D Stirling, F Naghdy
Industrial Robot: An International Journal 38 (2), 163-171, 2011
602011
Recognizing human motions through mixture modeling of inertial data
M Field, D Stirling, Z Pan, M Ros, F Naghdy
Pattern Recognition 48 (8), 2394-2406, 2015
562015
Multicenter evaluation of MRI‐based radiomic features: A phantom study
R Rai, LC Holloway, C Brink, M Field, RL Christiansen, Y Sun, MB Barton, ...
Medical physics 47 (7), 3054-3063, 2020
532020
Deep learning for segmentation in radiation therapy planning: a review
G Samarasinghe, M Jameson, S Vinod, M Field, J Dowling, A Sowmya, ...
Journal of Medical Imaging and Radiation Oncology, 2021
522021
Machine learning applications in radiation oncology
M Field, N Hardcastle, M Jameson, N Aherne, L Holloway
Physics and Imaging in Radiation Oncology 19, 13-24, 2021
522021
Learning Trajectories for Robot Programing by Demonstration Using a Coordinated Mixture of Factor Analyzers
M Field, D Stirling, Z Pan, F Naghdy
IEEE Transactions on Cybernetics 46 (3), 706-717, 2016
372016
A prediction model for early death in non-small cell lung cancer patients following curative-intent chemoradiotherapy
A Jochems, I El-Naqa, M Kessler, CS Mayo, S Jolly, M Matuszak, ...
Acta Oncologica 57 (2), 226-230, 2018
362018
Larynx cancer survival model developed through open-source federated learning
CR Hansen, G Price, M Field, N Sarup, R Zukauskaite, J Johansen, ...
Radiotherapy and Oncology 176, 179-186, 2022
192022
Implementation of the Australian Computer‐Assisted Theragnostics (AusCAT) network for radiation oncology data extraction, reporting and distributed learning
M Field, S Vinod, N Aherne, M Carolan, A Dekker, G Delaney, ...
Journal of Medical Imaging and Radiation Oncology 65 (5), 627-636, 2021
192021
PSPSO: A package for parameters selection using particle swarm optimization
A Haidar, M Field, J Sykes, M Carolan, L Holloway
SoftwareX 15, 100706, 2021
182021
The effect of imputing missing clinical attribute values on training lung cancer survival prediction model performance
MS Barakat, M Field, A Ghose, D Stirling, L Holloway, S Vinod, A Dekker, ...
Health information science and systems 5 (1), 16, 2017
182017
Infrastructure platform for privacy-preserving distributed machine learning development of computer-assisted theragnostics in cancer
M Field, DI Thwaites, M Carolan, GP Delaney, J Lehmann, J Sykes, ...
Journal of Biomedical Informatics 134, 104181, 2022
132022
Inertial sensing for human motor control symmetry in injury rehabilitation
M Field, D Stirling, M Ros, Z Pan, F Naghdy
2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics …, 2013
132013
Motion segmentation for humanoid control planning
M Field, DA Stirling, F Naghdy, Z Pan
Australasian Conference on Robotics and Automation (ACRA) 2008, 1-7, 2008
122008
Objective functional capacity assessment using inertial sensor
D Stirling, F Naghdy, G Naghdy, M Field, R Arunglabi, D Kilpatrick
2011 IEEE First International Conference on Healthcare Informatics, Imaging …, 2011
102011
Training radiomics-based CNNs for clinical outcome prediction: Challenges, strategies and findings
S Pang, M Field, J Dowling, S Vinod, L Holloway, A Sowmya
Artificial Intelligence in Medicine 123, 2022
92022
Using machine learning applied to radiomic image features for segmenting tumour structures
H Clifton, A Vial, A Miller, C Ritz, M Field, L Holloway, M Ros, M Carolan, ...
Asia-Pacific Signal and Information Processing Association Annual Summit and …, 2019
92019
Nonlinear bilateral teleoperation using extended active observer for force estimation and disturbance suppression
L Chan, F Naghdy, D Stirling, M Field
Robotica 33 (1), 61-86, 2015
82015
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