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Dr Matthew Field

Lecturer
  • PhD
  • Bachelor of Engineering (Electrical)
Medicine & Health
School of Clinical Medicine

Dr Matthew Field is a researcher at the South Western Sydney Clinical School and the Ingham Institute for Applied Medical Research within the Medical Physics research team. Broadly he supports data science and machine learning projects within a collaborative network of radiation oncology and medical physics departments.

Matthew leads the technical development of a project to connect a network of hospital-based radiotherapy departments (nationally and internationally) to develop machine lea...
Phone
+61 2 8738 9220
E-mail
matthew.field@unsw.edu.au
Location
Ingham Institute for Applied Medical Research 1 Campbell Street Liverpool, NSW, 2170

 Chief investigator for one fellowship grant and co-investigator for 5 grants.

Date

 Investigators Source Title Funds awarded
2018 - 2021 Holloway L., Sowmya A., Dowling J., Vinod S., Field M., Jameson M. UNSW Biomedical seed grant Learning from and Improving target volume delineation in radiotherapy $443,588
2019 - 2022 Field M. Cancer Institute NSW Early Career Researcher Fellowship [ECF181215] Improving lung cancer outcomes with data-driven prognostic imaging biomarkers in a collaborative medical imaging network $420,251
2019 Haidar A., Field M., et al. Ingham Institute Data and Cancer Research Grant Unsupervised Machine Learning for Detecting and Fixing Variations in Cancer Patients Medical Records $15,000
2019 Haidar A., Field M., et al. Ingham Institute Data and Cancer Research Grant Ensemble learning in Cancer Related Applications $25,000
2019 Huang X., Holloway L., Field M., et al. Ingham Institute Data and Cancer Research Grant Analyzing lung cancer guideline compliance with patient treatment outcomes using deep learning $20,000
2021 - 2023 Holloway L., Field M., et al. Australian Research Data Commons - Platforms Program Australian Cancer Data Network: distributed learning from clinical data $997,000

 

  • Date

    2018 - 2021
    Investigators
    Holloway L., Sowmya A., Dowling J., Vinod S., Field M., Jameson M.
    Source
    UNSW Biomedical seed grant
    Title
    Learning from and Improving target volume delineation in radiotherapy
    Funds awarded
    $443,588

  • Date

    2019 - 2022
    Investigators
    Field M.
    Source
    Cancer Institute NSW Early Career Researcher Fellowship [ECF181215]
    Title
    Improving lung cancer outcomes with data-driven prognostic imaging biomarkers in a collaborative medical imaging network
    Funds awarded
    $420,251

  • Date

    2019
    Investigators
    Haidar A., Field M., et al.
    Source
    Ingham Institute Data and Cancer Research Grant
    Title
    Unsupervised Machine Learning for Detecting and Fixing Variations in Cancer Patients Medical Records
    Funds awarded
    $15,000

  • Date

    2019
    Investigators
    Haidar A., Field M., et al.
    Source
    Ingham Institute Data and Cancer Research Grant
    Title
    Ensemble learning in Cancer Related Applications
    Funds awarded
    $25,000

  • Date

    2019
    Investigators
    Huang X., Holloway L., Field M., et al.
    Source
    Ingham Institute Data and Cancer Research Grant
    Title
    Analyzing lung cancer guideline compliance with patient treatment outcomes using deep learning
    Funds awarded
    $20,000

  • Date

    2021 - 2023
    Investigators
    Holloway L., Field M., et al.
    Source
    Australian Research Data Commons - Platforms Program
    Title
    Australian Cancer Data Network: distributed learning from clinical data
    Funds awarded
    $997,000

My Research Supervision

Co-supervising two PhD students at UNSW and two PhD students at University of Wollongong