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Deep learning-based synthesis of hyperpolarized gas MRI ventilation from 3D multi-inflation proton MRI

Author:Joshua Astley Alberto Biancardi Helen Marshall Malina-Maria Tofan Laurie Smith Paul Hughes Guilhem Collier Matthew Hatton François-Xavier Blé Rod Hughes Jim Wild Bilal Tahir

Session Type:Digital Poster

Session Date:Tuesday, 10 May 2022

Topic:Module 3: Gastrointestinal & Lungs

Session Name:Pulmonary Imaging I: Methods

Program Number:1396

Room Session:Exhibition Hall:S8 & S9

Institution:Clinical Development, Research and Early Development, Respiratory & Immunology, AstraZeneca Clinical Oncology, Weston Park Cancer Centre Oncology and Metabolism, University of Sheffield POLARIS Translational Science and Experimental Medicine, Research

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A multi-channel deep learning approach for lung cavity estimation from hyperpolarized gas and proton MRI

Author:Joshua Astley Alberto Biancardi Helen Marshall Paul Hughes Guilhem Collier Laurie Smith James Eaden François-Xavier Blé Rod Hughes Jim Wild Bilal Tahir

Session Type:Digital Poster

Session Date:Tuesday, 10 May 2022

Topic:Module 3: Gastrointestinal & Lungs

Session Name:Pulmonary Imaging I: Methods

Program Number:1395

Room Session:Exhibition Hall:S8 & S9

Institution:Clinical Development, Research and Early Development, Respiratory & Immunology, AstraZeneca POLARIS Translational Science and Experimental Medicine, Research and Early Development, Respiratory & Immunology, BioPharmaceuticals R&D, AstraZeneca Universit

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