[HTML][HTML] PhysVENeT: a physiologically-informed deep learning-based framework for the synthesis of 3D hyperpolarized gas MRI ventilation
JR Astley, AM Biancardi, H Marshall, LJ Smith… - Scientific Reports, 2023 - nature.com
Functional lung imaging modalities such as hyperpolarized gas MRI ventilation enable
visualization and quantification of regional lung ventilation; however, these techniques …
visualization and quantification of regional lung ventilation; however, these techniques …
[HTML][HTML] PhysVENeT: a physiologically-informed deep learning-based framework for the synthesis of 3D hyperpolarized gas MRI ventilation
JR Astley, AM Biancardi, H Marshall, LJ Smith… - Scientific …, 2023 - ncbi.nlm.nih.gov
Functional lung imaging modalities such as hyperpolarized gas MRI ventilation enable
visualization and quantification of regional lung ventilation; however, these techniques …
visualization and quantification of regional lung ventilation; however, these techniques …
PhysVENeT: a physiologically-informed deep learning-based framework for the synthesis of 3D hyperpolarized gas MRI ventilation
JR Astley, AM Biancardi, H Marshall… - Scientific …, 2023 - pubmed.ncbi.nlm.nih.gov
Functional lung imaging modalities such as hyperpolarized gas MRI ventilation enable
visualization and quantification of regional lung ventilation; however, these techniques …
visualization and quantification of regional lung ventilation; however, these techniques …
PhysVENeT: a physiologically-informed deep learning-based framework for the synthesis of 3D hyperpolarized gas MRI ventilation.
JR Astley, AM Biancardi, H Marshall… - Scientific …, 2023 - search.ebscohost.com
Functional lung imaging modalities such as hyperpolarized gas MRI ventilation enable
visualization and quantification of regional lung ventilation; however, these techniques …
visualization and quantification of regional lung ventilation; however, these techniques …
[PDF][PDF] PhysVENeT: a physiologically‑informed deep learning‑based framework for the synthesis of 3D hyperpolarized gas MRI ventilation
JR Astley, AM Biancardi, H Marshall, LJ Smith… - Scientific …, 2023 - scienceopen.com
Materials and methods Dataset. The dataset comprised 3D isotropic 1H-MRI scans acquired
at approximately total lung capacity (TLC) and residual volume (RV), and hyperpolarized …
at approximately total lung capacity (TLC) and residual volume (RV), and hyperpolarized …
PhysVENeT: a physiologically-informed deep learning-based framework for the synthesis of 3D hyperpolarized gas MRI ventilation
JR Astley, AM Biancardi, H Marshall… - Scientific …, 2023 - eprints.whiterose.ac.uk
Functional lung imaging modalities such as hyperpolarized gas MRI ventilation enable
visualization and quantification of regional lung ventilation; however, these techniques …
visualization and quantification of regional lung ventilation; however, these techniques …
PhysVENeT: a physiologically-informed deep learning-based framework for the synthesis of 3D hyperpolarized gas MRI ventilation.
JR Astley, AM Biancardi, H Marshall, LJ Smith… - Scientific …, 2023 - europepmc.org
Functional lung imaging modalities such as hyperpolarized gas MRI ventilation enable
visualization and quantification of regional lung ventilation; however, these techniques …
visualization and quantification of regional lung ventilation; however, these techniques …
PhysVENeT: a physiologically-informed deep learning-based framework for the synthesis of 3D hyperpolarized gas MRI ventilation
JR Astley, AM Biancardi, H Marshall… - Scientific …, 2023 - ui.adsabs.harvard.edu
Functional lung imaging modalities such as hyperpolarized gas MRI ventilation enable
visualization and quantification of regional lung ventilation; however, these techniques …
visualization and quantification of regional lung ventilation; however, these techniques …
PhysVENeT: a physiologically-informed deep learning-based framework for the synthesis of 3D hyperpolarized gas MRI ventilation.
JR Astley, AM Biancardi, H Marshall, LJ Smith… - Scientific …, 2023 - europepmc.org
Functional lung imaging modalities such as hyperpolarized gas MRI ventilation enable
visualization and quantification of regional lung ventilation; however, these techniques …
visualization and quantification of regional lung ventilation; however, these techniques …