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

Medical physics (Lancaster), 2023-09, Vol.50 (9), p.5657-5670

2023

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

Scientific reports, 2022-06, Vol.12 (1), p.10566-10566, Article 10566

2022

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

Scientific reports, 2023-07, Vol.13 (1), p.11273-11273, Article 11273

2023

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Airspace Dimension Assessment (AiDA) by inhaled nanoparticles: benchmarking with hyperpolarised 129Xe diffusion-weighted lung MRI

Scientific reports, 2021-02, Vol.11 (1), p.4721-4721, Article 4721

2021

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Comparison of in vivo lung morphometry models from 3D multiple b‐value 3He and 129Xe diffusion‐weighted MRI

Magnetic resonance in medicine, 2019-05, Vol.81 (5), p.2959-2971

2019

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Supine posture changes lung volumes and increases ventilation heterogeneity in cystic fibrosis

PloS one, 2017-11, Vol.12 (11), p.e0188275-e0188275

2017

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Effect of upper airway on tracheobronchial fluid dynamics

International journal for numerical methods in biomedical engineering, 2018-09, Vol.34 (9), p.e3112-n/a

2018

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A Framework for Predicting X-Nuclei Transmitter Gain Using 1H Signal

Tomography (Ann Arbor), 2023-08, Vol.9 (5), p.1603-1616

2023

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Comparison of 3He and 129Xe MRI for evaluation of lung microstructure and ventilation at 1.5T

Journal of magnetic resonance imaging, 2018-09, Vol.48 (3), p.632-642

2018

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Xenon ventilation MRI in difficult asthma: initial experience in a clinical setting

ERJ open research, 2021-07, Vol.7 (3), p.785

2021

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3D phase contrast MRI in models of human airways: Validation of computational fluid dynamics simulations of steady inspiratory flow

Journal of magnetic resonance imaging, 2018-11, Vol.48 (5), p.1400-1409

2018

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Imaging gas‐exchange lung function and brain tissue uptake of hyperpolarized 129Xe using sampling density‐weighted MRSI

Magnetic resonance in medicine, 2023-06, Vol.89 (6), p.2217-2226

2023

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Imaging gas-exchange lung function and brain tissue uptake of hyperpolarized 129 Xe using sampling density-weighted MRSI

Magnetic resonance in medicine, 2023-06, Vol.89 (6), p.2217-2226

2023

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Detection of early subclinical lung disease in children with cystic fibrosis by lung ventilation imaging with hyperpolarised gas MRI

Thorax, 2017-08, Vol.72 (8), p.760-762

2017

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Age, sex, and lung volume dependence of dissolved xenon‐129 MRI gas exchange metrics

Magnetic resonance in medicine, 2024-10, Vol.92 (4), p.1471-1483

2024

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Lung MRI with hyperpolarised gases: current & future clinical perspectives

British journal of radiology, 2022-04, Vol.95 (1132), p.20210207-20210207

2022

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Improving Xenon-129 lung ventilation image SNR with deep-learning based image reconstruction

Magnetic resonance in medicine, 2024-08

2024

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In vivo measurement of gas flow in human airways with hyperpolarized gas MRI and compressed sensing

Magnetic resonance in medicine, 2015-06, Vol.73 (6), p.2255-2261

2015

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Patterns of regional lung physiology in cystic fibrosis using ventilation magnetic resonance imaging and multiple-breath washout

The European respiratory journal, 2018-11, Vol.52 (5), p.1800821

2018

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Whole lung morphometry with 3D multiple b‐value hyperpolarized gas MRI and compressed sensing

Magnetic resonance in medicine, 2017-05, Vol.77 (5), p.1916-1925

2017

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Standalone portable xenon-129 hyperpolariser for multicentre clinical magnetic resonance imaging of the lungs

British journal of radiology, 2022-04, Vol.95 (1132), p.20210872-20210872

2022

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Finite element simulations of hyperpolarized gas DWI in micro‐CT meshes of acinar airways: validating the cylinder and stretched exponential models of lung microstructural length scales

Magnetic resonance in medicine, 2021-07, Vol.86 (1), p.514-525

2021

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Review of Hyperpolarized Pulmonary Functional 129Xe MR for Long‐COVID

Journal of magnetic resonance imaging, 2024-04, Vol.59 (4), p.1120-1134

2024

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

Journal of magnetic resonance imaging, 2023-06, Vol.57 (6), p.1878-1890

2023

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Assessment of the influence of lung inflation state on the quantitative parameters derived from hyperpolarized gas lung ventilation MRI in healthy volunteers

Journal of applied physiology (1985), 2019-01, Vol.126 (1), p.183-192

2019

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

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

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

Airspace Dimension Assessment (AiDA) by inhaled nanoparticles: benchmarking with hyperpolarised 129Xe diffusion-weighted lung MRI

Comparison of in vivo lung morphometry models from 3D multiple b‐value 3He and 129Xe diffusion‐weighted MRI

Supine posture changes lung volumes and increases ventilation heterogeneity in cystic fibrosis

Effect of upper airway on tracheobronchial fluid dynamics

A Framework for Predicting X-Nuclei Transmitter Gain Using 1H Signal

Comparison of 3He and 129Xe MRI for evaluation of lung microstructure and ventilation at 1.5T

Xenon ventilation MRI in difficult asthma: initial experience in a clinical setting

3D phase contrast MRI in models of human airways: Validation of computational fluid dynamics simulations of steady inspiratory flow

Imaging gas‐exchange lung function and brain tissue uptake of hyperpolarized 129Xe using sampling density‐weighted MRSI

Imaging gas-exchange lung function and brain tissue uptake of hyperpolarized 129 Xe using sampling density-weighted MRSI

Detection of early subclinical lung disease in children with cystic fibrosis by lung ventilation imaging with hyperpolarised gas MRI

Age, sex, and lung volume dependence of dissolved xenon‐129 MRI gas exchange metrics

Lung MRI with hyperpolarised gases: current & future clinical perspectives

Improving Xenon-129 lung ventilation image SNR with deep-learning based image reconstruction

In vivo measurement of gas flow in human airways with hyperpolarized gas MRI and compressed sensing

Patterns of regional lung physiology in cystic fibrosis using ventilation magnetic resonance imaging and multiple-breath washout

Whole lung morphometry with 3D multiple b‐value hyperpolarized gas MRI and compressed sensing

Standalone portable xenon-129 hyperpolariser for multicentre clinical magnetic resonance imaging of the lungs

Finite element simulations of hyperpolarized gas DWI in micro‐CT meshes of acinar airways: validating the cylinder and stretched exponential models of lung microstructural length scales

Review of Hyperpolarized Pulmonary Functional 129Xe MR for Long‐COVID

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

Assessment of the influence of lung inflation state on the quantitative parameters derived from hyperpolarized gas lung ventilation MRI in healthy volunteers

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