Items where authors include "Astley, J.R."

Article

Astley, J.R., Reilly, J. orcid.org/0009-0002-3897-4823, Robinson, S. orcid.org/0000-0003-0623-4636 et al. (3 more authors) (2024) Explainable deep learning-based survival prediction for non-small cell lung cancer patients undergoing radical radiotherapy. Radiotherapy and Oncology, 193. 110084. p. 110084. ISSN 0167-8140

Astley, J.R., Biancardi, A.M., Marshall, H. et al. (10 more authors) (2023) PhysVENeT: a physiologically-informed deep learning-based framework for the synthesis of 3D hyperpolarized gas MRI ventilation. Scientific Reports, 13. 11273.

Astley, J.R., Biancardi, A.M., Marshall, H. et al. (5 more authors) (2023) A hybrid model‐ and deep learning‐based framework for functional lung image synthesis from multi‐inflation CT and hyperpolarized gas MRI. Medical Physics. ISSN 0094-2405

Astley, J.R. orcid.org/0000-0002-6552-5436, Biancardi, A.M., Hughes, P.J.C. orcid.org/0000-0002-7979-5840 et al. (23 more authors) (2023) Implementable deep learning for multi-sequence proton MRI lung segmentation: a multi-center, multi-vendor, and multi-disease study. Journal of Magnetic Resonance Imaging. ISSN 1053-1807

Astley, J.R., Biancardi, A.M., Marshall, H. orcid.org/0000-0002-7425-1449 et al. (7 more authors) (2022) A dual-channel deep learning approach for lung cavity estimation from hyperpolarized gas and proton MRI. Journal of Magnetic Resonance Imaging. ISSN 1053-1807

Astley, J.R., Biancardi, A.M., Hughes, P.J.C. orcid.org/0000-0002-7979-5840 et al. (8 more authors) (2022) Large-scale investigation of deep learning approaches for ventilated lung segmentation using multi-nuclear hyperpolarized gas MRI. Scientific Reports, 12 (1). 10566. ISSN 2045-2322

Astley, J.R., Wild, J.M. orcid.org/0000-0002-7246-8660 and Tahir, B.A. orcid.org/0000-0003-0531-3519 (2021) Deep learning in structural and functional lung image analysis. British Journal of Radiology, 94. 20201107. ISSN 0007-1285