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.

Training radiomics-based CNNs for clinical outcome prediction: Challenges, strategies and findings

Published in Artificial Intelligence in Medicine, 2022

Authors: Shuchao Pang, Matthew Field, Jason Dowling, Shalini Vinod, Lois Holloway, Arcot Sowmya

Published in: Artificial Intelligence in Medicine

DOI / Publisher link: https://doi.org/10.1016/j.artmed.2021.102230

Keywords: Cancer outcome prediction, Head & neck cancers, Deep neural networks, Radiomic features, Visualization interpretation, Radiotherapy

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Recommended citation: Shuchao Pang, Matthew Field, Jason Dowling, Shalini Vinod, Lois Holloway, Arcot Sowmya (2022). "Training radiomics-based CNNs for clinical outcome prediction: Challenges, strategies and findings." Artificial Intelligence in Medicine. 123, 102230.
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