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2020 – today
- 2024
[j12]Phillip Chlap
, Hang Min, Jason Dowling, Matthew Field, Kirrily Cloak, Trevor Leong, Mark Lee, Julie Chu, Jennifer Tan, Phillip Tran, Tomas Kron, Mark Sidhom, Kirsty Wiltshire, Sarah Keats, Andrew Kneebone, Annette Haworth, Martin A. Ebert, Shalini K. Vinod, Lois Holloway:
Uncertainty estimation using a 3D probabilistic U-Net for segmentation with small radiotherapy clinical trial datasets. Comput. Medical Imaging Graph. 116: 102403 (2024)- [j11]Amir Anees, Matthew Field, Lois Holloway:
A neural network-based vertical federated learning framework with server integration. Eng. Appl. Artif. Intell. 138: 109276 (2024) - 2023
- [j10]Damian P. Kotevski, Robert I. Smee, Matthew Field, Kathryn Broadley, Claire M. Vajdic:
The Utility of Oncology Information Systems for Prognostic Modelling in Head and Neck Cancer. J. Medical Syst. 47(1): 9 (2023) - 2022
- [j9]Shuchao Pang, Matthew Field, Jason Dowling, Shalini K. Vinod, Lois Holloway, Arcot Sowmya:
Training radiomics-based CNNs for clinical outcome prediction: Challenges, strategies and findings. Artif. Intell. Medicine 123: 102230 (2022) - [j8]Damian P. Kotevski, Robert I. Smee, Matthew Field, Yvonne N. Nemes, Kathryn Broadley, Claire M. Vajdic:
Evaluation of an automated Presidio anonymisation model for unstructured radiation oncology electronic medical records in an Australian setting. Int. J. Medical Informatics 168: 104880 (2022) - [j7]Matthew Field, David I. Thwaites, Martin Carolan, Geoff P. Delaney, Joerg Lehmann, Jonathan Sykes, Shalini Vinod, Lois Holloway:
Infrastructure platform for privacy-preserving distributed machine learning development of computer-assisted theragnostics in cancer. J. Biomed. Informatics 134: 104181 (2022) - [c7]Sui Paul Ang, Son Lam Phung, Matthew Field, Mark Matthias Schira:
An Improved Deep Learning Framework for MR-to-CT Image Synthesis with a New Hybrid Objective Function. ISBI 2022: 1-5 - [i1]Carsten Brink, Christian Rønn Hansen, Matthew Field, Gareth Price, David I. Thwaites, Nis Sarup, Uffe Bernchou, Lois Holloway:
Distributed learning optimisation of Cox models can leak patient data: Risks and solutions. CoRR abs/2204.05856 (2022) - 2021
- [j6]Ali Haidar, Matthew Field, Jonathan Sykes, Martin Carolan, Lois Holloway:
PSPSO: A package for parameters selection using particle swarm optimization. SoftwareX 15: 100706 (2021)
2010 – 2019
- 2019
- [c6]Henry Clifton, Alanna Vial, Andrew Miller, Christian Ritz, Matthew Field, Lois Holloway, Montserrat Ros, Martin Carolan, David Stirling:
Using Machine Learning Applied to Radiomic Image Features for Segmenting Tumour Structures. APSIPA 2019: 1981-1988 - [c5]Alanna Vial, Peter James Vial, David Stirling, Montserrat Ros, Matthew Field:
Using Gaussian Mixture Modelling to Analyse Dynamic Body Postures from Multiple Inertial Measurement Units. ICSPCS 2019: 1-10 - 2017
- [j5]Mohamed S. Barakat, Matthew Field, Aditya Ghose, David Stirling, Lois Holloway, Shalini K. Vinod, Andre Dekker, David I. Thwaites:
The effect of imputing missing clinical attribute values on training lung cancer survival prediction model performance. Health Inf. Sci. Syst. 5(1): 16 (2017) - [c4]Alanna Vial, David Stirling, Matthew Field, Montserrat Ros, Christian H. Ritz, Martin Carolan, Lois Holloway, Alexis A. Miller:
Assessing the prognostic impact of 3D CT image tumour rind texture features on lung cancer survival modelling. GlobalSIP 2017: 735-739 - [c3]Alanna Vial, David Stirling, Montserrat Ros, Peter James Vial, Matthew Field:
Modelling dynamic body motion using IMUs positioned on the torso. ICSPCS 2017: 1-6 - 2016
- [j4]Matthew Field, David Stirling, Zengxi Pan, Fazel Naghdy:
Learning Trajectories for Robot Programing by Demonstration Using a Coordinated Mixture of Factor Analyzers. IEEE Trans. Cybern. 46(3): 706-717 (2016) - 2015
- [j3]Matthew Field, David Stirling, Zengxi Pan, Montserrat Ros, Fazel Naghdy:
Recognizing human motions through mixture modeling of inertial data. Pattern Recognit. 48(8): 2394-2406 (2015) - [j2]Linping Chan, Fazel Naghdy, David Stirling, Matthew Field:
Nonlinear bilateral teleoperation using extended active observer for force estimation and disturbance suppression. Robotica 33(1): 61-86 (2015) - 2013
- [c2]Matthew Field, David Stirling, Montserrat Ros, Zengxi Pan, Fazel Naghdy:
Inertial sensing for human motor control symmetry in injury rehabilitation. AIM 2013: 1470-1475 - 2011
- [j1]Matthew Field, Zengxi Pan, David Stirling, Fazel Naghdy:
Human motion capture sensors and analysis in robotics. Ind. Robot 38(2): 163-171 (2011) - [c1]David Stirling, Fazel Naghdy, Golshah Naghdy, Matthew Field, R. Arunglabi, D. Kilpatrick:
Objective Functional Capacity Assessment Using Inertial Sensor. HISB 2011: 272-277
Coauthor Index
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last updated on 2024-10-07 21:25 CEST by the dblp team
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