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.

Larynx cancer survival model developed through open-source federated learning

Published in Radiotherapy and Oncology, 2022

Authors: Christian Rønn Hansen, Gareth Price, Matthew Field, Nis Sarup, Ruta Zukauskaite, Jørgen Johansen, Jesper Grau Eriksen, Farhannah Aly, Andrew McPartlin, Lois Holloway, David Thwaites, Carsten Brink

Published in: Radiotherapy and Oncology

DOI / Publisher link: https://doi.org/10.1016/j.radonc.2022.09.023

Keywords: Distributed learning, Federated learning, Larynx cancer, Stratified Cox model, Data leakage, Cox survival model

BibTeX: Download

Recommended citation: Christian Rønn Hansen, Gareth Price, Matthew Field, Nis Sarup, Ruta Zukauskaite, Jørgen Johansen, Jesper Grau Eriksen, Farhannah Aly, Andrew McPartlin, Lois Holloway, David Thwaites, Carsten Brink (2022). "Larynx cancer survival model developed through open-source federated learning." Radiotherapy and Oncology. 176, 179-186.
Download Paper | Download Bibtex