Joshua Astley

Large-scale investigation of deep learning approaches for ventilated lung segmentation using multi-nuclear hyperpolarized gas MRI

Joshua Astley, Alberto Biancardi, Paul Hughes et al. · Scientific Reports · 2022 · 23 citations · Full text

Medicine, Radiology, Biomedical Imaging +15

Explainable deep learning-based survival prediction for non-small cell lung cancer patients undergoing radical radiotherapy

Joshua Astley, James Reilly, Stephen Robinson et al. · Radiotherapy and Oncology · 2024 · 16 citations · Full text

Medicine, Biostatistics, Oncology +14

A Dual‐Channel Deep Learning Approach for Lung Cavity Estimation From Hyperpolarized Gas and Proton <scp>MRI</scp>

Joshua Astley, Alberto Biancardi, Helen Marshall et al. · Journal of Magnetic Resonance Imaging · 2022 · 15 citations · Full text

Medicine, Radiology, Biomedical Imaging +16

Implementable Deep Learning for Multi‐sequence Proton <scp>MRI</scp> Lung Segmentation: A Multi‐center, Multi‐vendor, and Multi‐disease Study

Joshua Astley, Alberto Biancardi, Paul Hughes et al. · Journal of Magnetic Resonance Imaging · 2023 · 14 citations · Full text

Medicine, Biomedical Engineering, Radiology +17

A hybrid model‐ and deep learning‐based framework for functional lung image synthesis from multi‐inflation CT and hyperpolarized gas MRI

Joshua Astley, Alberto Biancardi, Helen Marshall et al. · Medical Physics · 2023 · 14 citations · Full text

Medicine, Bioengineering, Radiology +16