@article{article, title = {{PhysVENeT: a physiologically-informed deep learning-based framework for the synthesis of 3D hyperpolarized gas MRI ventilation}}, publisher = {{Springer Science and Business Media LLC}}, url = {{http://dx.doi.org/10.1038/s41598-023-38105-w }}, year = {{2023}}, month = {{7}}, author = {{Astley JR and Biancardi AM and Marshall H and Smith LJ and Hughes PJC and Collier GJ and Saunders LC and Norquay G and Tofan M-M and Hatton MQ and Hughes R et al}}, doi = {{10.1038/s41598-023-38105-w}}, volume = {{13}}, journal = {{Scientific Reports}}, note = {{Accessed on 2025/05/08}}}