Guillhem Collier

21PUBLICATIONS
69CO-AUTHORS
Deep learningPsycholinguistics (incl. speech production and comprehension)Cinema studiesCondensed matter imagingCondensed matter characterisation technique development
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Publications (21)

|Jun 18, 2026
Uncertainty-Aware, End-to-End Deep Learning for Functional Lung MRI Quantification Using <sup>129</sup>Xe and <sup>1</sup>H MRI.

|May 29, 2026
Longitudinal <sup>1</sup>H and <sup>129</sup>Xe Lung MRI in Patients With Post-COVID Residual Lung Abnormalities.

|Nov 20, 2025
Deep Learning Reconstruction for <sup>129</sup>Xe Diffusion-Weighted MRI Enables Use of Natural Abundant Xenon and Improved Image Acceleration.

Rajagopalan Sundaresan, Guilhem J Collier, Neil J Stewart

|Oct 18, 2024
Mapping the amplitude and phase of dissolved <sup>129</sup>Xe red blood cell signal oscillations with keyhole spectroscopic lung imaging.

Jemima H Pilgrim-Morris, Guilhem J Collier, Mika Takigawa

|Sep 26, 2024
Compressed sensing reconstruction for high-SNR, rapid dissolved <sup>129</sup>Xe gas exchange MRI.

Jemima H Pilgrim-Morris, Guilhem J Collier, Ryan S Munro

|Aug 19, 2024
Improving Xenon-129 lung ventilation image SNR with deep-learning based image reconstruction.

Neil J Stewart, Jose de Arcos, Alberto M Biancardi

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Frequent Collaborators

10 joint publications

Jim M Wild

7 joint publications

Neil J Stewart

7 joint publications

Graham Norquay

6 joint publications

Ho-Fung Chan