Matthew Field

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 16

Top Topics

Texture Features

Survival Prediction

Gaussian Mixture

Top Venues

Artif. Intell. Medicine

IEEE Trans. Cybern.

Publications

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 (2024)
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) (2023)
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 (2022)
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)
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 (2022)
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 (2022)
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 (2022)
Ali Haidar, Matthew Field, Jonathan Sykes, Martin Carolan, Lois Holloway
PSPSO: A package for parameters selection using particle swarm optimization. SoftwareX 15 (2021)
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)
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)
Mohamed S. Barakat, Matthew Field, Aditya Ghose, David Stirling, Lois Holloway, Shalini K. Vinod, Andre Dekker, David Thwaites
The effect of imputing missing clinical attribute values on training lung cancer survival prediction model performance. Health Inf. Sci. Syst. 5 (1) (2017)
Alanna Vial, David Stirling, Montserrat Ros, Peter James Vial, Matthew Field
Modelling dynamic body motion using IMUs positioned on the torso. ICSPCS (2017)
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)
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) (2016)
Linping Chan, Fazel Naghdy, David Stirling, Matthew Field
Nonlinear bilateral teleoperation using extended active observer for force estimation and disturbance suppression. Robotica 33 (1) (2015)
Matthew Field, David Stirling, Zengxi Pan, Montserrat Ros, Fazel Naghdy
Recognizing human motions through mixture modeling of inertial data. Pattern Recognit. 48 (8) (2015)
Matthew Field, David Stirling, Montserrat Ros, Zengxi Pan, Fazel Naghdy
Inertial sensing for human motor control symmetry in injury rehabilitation. AIM (2013)
Matthew Field, Zengxi Pan, David Stirling, Fazel Naghdy
Human motion capture sensors and analysis in robotics. Ind. Robot 38 (2) (2011)
David Stirling, Fazel Naghdy, Golshah Naghdy, Matthew Field, R. Arunglabi, D. Kilpatrick
Objective Functional Capacity Assessment Using Inertial Sensor. HISB (2011)