TY - JOUR T1 - PhysVENeT: a physiologically-informed deep learning-based framework for the synthesis of 3D hyperpolarized gas MRI ventilation JO - Scientific Reports UR - http://dx.doi.org/10.1038/s41598-023-38105-w PY - 2023/07/12 AU - Astley JR AU - Biancardi AM AU - Marshall H AU - Smith LJ AU - Hughes PJC AU - Collier GJ AU - Saunders LC AU - Norquay G AU - Tofan M-M AU - Hatton MQ AU - Hughes R et al ED - DO - DOI: 10.1038/s41598-023-38105-w PB - Springer Science and Business Media LLC VL - 13 Y2 - 2024/09/20 ER -