@article{article, title = {{Large-scale investigation of deep learning approaches for ventilated lung segmentation using multi-nuclear hyperpolarized gas MRI}}, publisher = {{Nature Publishing Group}}, url = {{https://eprints.whiterose.ac.uk/188589/ }}, year = {{2022}}, month = {{6}}, author = {{Astley JR and Biancardi AM and Hughes PJC and Marshall H and Smith LJ and Collier GJ and Eaden JA and Weatherley ND and Hatton MQ and Wild JM and Tahir BA}}, doi = {{10.1038/s41598-022-14672-2}}, volume = {{12}}, journal = {{Scientific Reports}}, issue = {{1}}, note = {{Accessed on 2025/06/21}}}