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발행년	- (예 : 2010-2015)

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

Academic Journal

Astley, J.R.; Reilly, J.M.; Robinson, S.; Wild, J.M.; Hatton, M.Q.; Tahir, B.A.

In: Radiotherapy and Oncology. (Radiotherapy and Oncology, April 2024, 193)

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PhysVENeT: a physiologically-informed deep learning-based framework for the synthesis of 3D hyperpolarized gas MRI ventilation

Academic Journal

Astley, J.R.; Tofan, M.-M.; Hatton, M.Q.; Tahir, B.A.; Biancardi, A.M.; Marshall, H.; Smith, L.J.; Hughes, P.J.C.; Collier, G.J.; Saunders, L.C.; Norquay, G.; Wild, J.M.; Hughes, R.

In: Scientific Reports. (Scientific Reports, December 2023, 13(1))

EBSCOHost PDF Full Text (ProQuest Central) Web of Science JCR 저널정보 Scopus Find it@PNU

Implementable Deep Learning for Multi-sequence Proton MRI Lung Segmentation: A Multi-center, Multi-vendor, and Multi-disease Study

Academic Journal

Astley, J.R.; Biancardi, A.M.; Hughes, P.J.C.; Marshall, H.; Collier, G.J.; Chan, H.-F.; Saunders, L.C.; Smith, L.J.; Brook, M.L.; Wild, J.M.; Tahir, B.A.; Thompson, R.; Rowland-Jones, S.; Bianchi, S.M.; Hatton, M.Q.; Skeoch, S.; Rahman, N.M.; Neubauer, S.; Raman, B.; Ho, L.-P.; Brightling, C.E.; Wain, L.V.; Singapuri, A.; Moss, A.J.; McCann, G.P.; Evans, R.A.

In: Journal of Magnetic Resonance Imaging. (Journal of Magnetic Resonance Imaging, October 2023, 58(4):1030-1044)

Full Text (Wiley Journals) Full Text (Wiley-DB) Web of Science JCR 저널정보 Scopus Find it@PNU

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

Academic Journal

Astley, J.R.; Hatton, M.Q.; Tahir, B.A.; Biancardi, A.M.; Marshall, H.; Hughes, P.J.C.; Collier, G.J.; Wild, J.M.

In: Medical Physics. (Medical Physics, September 2023, 50(9):5657-5670)

Full Text (Wiley Journals) Full Text (Wiley-DB) Web of Science JCR 저널정보 Scopus Find it@PNU

A Dual-Channel Deep Learning Approach for Lung Cavity Estimation From Hyperpolarized Gas and Proton MRI

Academic Journal

Astley, J.R.; Biancardi, A.M.; Marshall, H.; Hughes, P.J.C.; Collier, G.J.; Smith, L.J.; Eaden, J.A.; Wild, J.M.; Tahir, B.A.; Hughes, R.

In: Journal of Magnetic Resonance Imaging. (Journal of Magnetic Resonance Imaging, June 2023, 57(6):1878-1890)

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

Academic Journal

Astley, J.R.; Hatton, M.Q.; Tahir, B.A.; Biancardi, A.M.; Hughes, P.J.C.; Marshall, H.; Smith, L.J.; Collier, G.J.; Eaden, J.A.; Weatherley, N.D.; Wild, J.M.

In: Scientific Reports. (Scientific Reports, December 2022, 12(1))

EBSCOHost PDF Full Text (ProQuest Central) Web of Science JCR 저널정보 Scopus Find it@PNU

Deep learning in structural and functional lung image analysis

Academic Journal

Astley, J.R.; Tahir, B.A.; Wild, J.M.

In: British Journal of Radiology. (British Journal of Radiology, 2022, 95(1132))

Full Text (Oxford University Press) Full Text (Wiley Journals) Web of Science JCR 저널정보 Scopus Find it@PNU

3D Deep Convolutional Neural Network-Based Ventilated Lung Segmentation Using Multi-nuclear Hyperpolarized Gas MRI

Book

Astley, J.R.; Biancardi, A.M.; Hughes, P.J.C.; Smith, L.J.; Marshall, H.; Eaden, J.; Bray, J.; Weatherley, N.D.; Collier, G.J.; Wild, J.M.; Tahir, B.A.

In: Thoracic Image Analysis - Second International Workshop, TIA 2020, Held in Conjunction with MICCAI 2020, Proceedings. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2020, 12502 LNCS:24-35)

Scopus Find it@PNU

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