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Convolutional Neural Networks for Super-resolution of Hyperpolarized ¹²⁹Xe MR Images of the Lung

Author:Junlan Lu Suphachart Leewiwatwong David Mummy Elianna Bier Bastiaan Driehuys

Session Type:Digital Poster

Session Date:Thursday, 20 May 2021

Topic:Latest Advances in Hyperpolarized MRI

Session Name:Hyperpolarization: Gas

Program Number:3557

Room Session:Concurrent 2

Institution:Duke University

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Deep learning-based thoracic cavity segmentation for hyperpolarized ¹²⁹Xe MRI

Author:Suphachart Leewiwatwong Junlan Lu David Mummy Isabelle Dummer Kevin Yarnall Ziyi Wang Bastiaan Driehuys

Session Type:Oral

Session Date:Tuesday, 18 May 2021

Topic:Machine Learning for Image Analysis

Session Name:Machine Learning for Image Analysis

Program Number:0391

Room Session:Concurrent 1

Institution:Duke University McGill University

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Template-based bias field correction of Hyperpolarized ¹²⁹Xe Gas Ventilation MRI

Author:Junlan Lu David Mummy Suphachart Leewiwatwong Elianna Bier Bastiaan Driehuys

Session Type:Digital Poster

Session Date:Thursday, 20 May 2021

Topic:Latest Advances in Hyperpolarized MRI

Session Name:Hyperpolarization: Gas

Program Number:3571

Room Session:Concurrent 2

Institution:Duke University

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Convolutional Neural Networks for Super-resolution of Hyperpolarized ¹²⁹Xe MR Images of the Lung

Deep learning-based thoracic cavity segmentation for hyperpolarized ¹²⁹Xe MRI

Template-based bias field correction of Hyperpolarized ¹²⁹Xe Gas Ventilation MRI

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Convolutional Neural Networks for Super-resolution of Hyperpolarized 129Xe MR Images of the Lung

Deep learning-based thoracic cavity segmentation for hyperpolarized 129Xe MRI

Template-based bias field correction of Hyperpolarized 129Xe Gas Ventilation MRI

Convolutional Neural Networks for Super-resolution of Hyperpolarized ¹²⁹Xe MR Images of the Lung

Deep learning-based thoracic cavity segmentation for hyperpolarized ¹²⁹Xe MRI

Template-based bias field correction of Hyperpolarized ¹²⁹Xe Gas Ventilation MRI