Matthew Field

Matthew Field

Director of AI Medicine and Engineering. Electrical engineer and AI researcher working across federated learning, medical image analysis, robotics, and healthcare data systems.

Machine learning applications in radiation oncology

Published in Physics and Imaging in Radiation Oncology, 2021

Graphical abstract

Graphical abstract summarizing machine learning applications in radiation oncology across decision support, segmentation, treatment planning, and image-guided treatment, supported by clinical, imaging, dose, and outcome data.

Authors: Matthew Field, Nicholas Hardcastle, Michael Jameson, Noel Aherne, Lois Holloway

Published in: Physics and Imaging in Radiation Oncology

DOI / Publisher link: https://doi.org/10.1016/j.phro.2021.05.007

Keywords: Machine learning, Artificial intelligence, Radiation therapy, Data mining, Automation

BibTeX: Download

Recommended citation: Matthew Field, Nicholas Hardcastle, Michael Jameson, Noel Aherne, Lois Holloway (2021). "Machine learning applications in radiation oncology." Physics and Imaging in Radiation Oncology. 19, 13-24.
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