JA
Joshua R. Astley
Deep LearningMagnetic Resonance ImagingAsthmadeep learningLungPulmonary Disease, Chronic ObstructivesegmentationasthmaCalcium CompoundsCarcinoma, Non-Small-Cell Lung
On Valency
published · living versionsW_h2k9t5wr·v1 · currentpublished
Spatial Feature-wise Linear Modulation (SpFiLM) for Contrast Agent-Aware Brain Parcellation
with Pushpendra Singh, Roman Rodionov, John Duncan, Tom Vercauteren +1
1 version
Preprints & journals
11 papers in the corpus · 2021–2026Spatial Feature-wise Linear Modulation (SpFiLM) for Contrast Agent-Aware Brain Parcellation2609.07718v1 · Pushpendra Singh, Joshua R. Astley, Roman Rodionov et al.2026 · 0 citationsarXivon Valency
Uncertainty-Aware, End-to-End Deep Learning for Functional Lung MRI Quantification Using 129Xe and 1H MRI.42312934 · Astley, Joshua R, Marshall, Helen, Smith, Laurie J et al.2026 · 0 citationsRadiology. Cardiothoracic imaging. 2026;8(3):e250371
Phenotyping asthma and/or chronic obstructive pulmonary disease using 129Xe MRI and comprehensive physiologic testing.41072430 · Marshall, Helen, Smith, Laurie J, Biancardi, Alberto M et al.2026 · 2 citationsAmerican journal of respiratory and critical care medicine. 2026;212(1):72-85
129Xe-MRI ventilation and acinar abnormalities highlight the significance of spirometric dysanapsis: findings from the NOVELTY ADPro UK substudy.40425296 · Smith, Laurie J, Marshall, Helen, Jakymelen, Demi et al.2025 · 2 citationsThorax. 2025;80(12):909-917
Explainable deep learning-based survival prediction for non-small cell lung cancer patients undergoing radical radiotherapy.38244779 · Astley, Joshua R, Reilly, James M, Robinson, Stephen et al.2024 · 20 citationsRadiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology. 2024;193:110084
PhysVENeT: a physiologically-informed deep learning-based framework for the synthesis of 3D hyperpolarized gas MRI ventilation.37438406 · Astley, Joshua R, Biancardi, Alberto M, Marshall, Helen et al.2023 · 4 citationsScientific reports. 2023;13(1):11273
A hybrid model- and deep learning-based framework for functional lung image synthesis from multi-inflation CT and hyperpolarized gas MRI.36932692 · Astley, Joshua R, Biancardi, Alberto M, Marshall, Helen et al.2023 · 17 citationsMedical physics. 2023;50(9):5657-5670
Implementable Deep Learning for Multi-sequence Proton MRI Lung Segmentation: A Multi-center, Multi-vendor, and Multi-disease Study.36799341 · Astley, Joshua R, Biancardi, Alberto M, Hughes, Paul J C et al.2023 · 16 citationsJournal of magnetic resonance imaging : JMRI. 2023;58(4):1030-1044
A Dual-Channel Deep Learning Approach for Lung Cavity Estimation From Hyperpolarized Gas and Proton MRI.36373828 · Astley, Joshua R, Biancardi, Alberto M, Marshall, Helen et al.2023 · 16 citationsJournal of magnetic resonance imaging : JMRI. 2023;57(6):1878-1890
Large-scale investigation of deep learning approaches for ventilated lung segmentation using multi-nuclear hyperpolarized gas MRI.35732795 · Astley, Joshua R, Biancardi, Alberto M, Hughes, Paul J C et al.2022 · 23 citationsScientific reports. 2022;12(1):10566
Deep learning in structural and functional lung image analysis.33877878 · Astley, Joshua R, Wild, Jim M, Tahir, Bilal A2022 · 26 citationsThe British journal of radiology. 2022;95(1132):20201107
Career total: 44 works. 11 are in this corpus.
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