Sandkühler, Robin

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Number of items: 4.

Journal Article

Pusterla, Orso; Heule, Rahel; Santini, Francesco; Weikert, Thomas; Willers, Corin; Andermatt, Simon; Sandkühler, Robin; Nyilas, Sylvia; Latzin, Philipp; Bieri, Oliver; Bauman, Grzegorz (2022). MRI lung lobe segmentation in pediatric cystic fibrosis patients using a recurrent neural network trained with publicly accessible CT datasets. Magnetic resonance in medicine, 88(1), pp. 391-405. Wiley-Liss 10.1002/mrm.29184

Valk, Anne; Willers, Corin; Shahim, Kamal; Pusterla, Orso; Bauman, Grzegorz; Sandkühler, Robin; Bieri, Oliver; Wyler, Florian; Latzin, Philipp (2021). Defect distribution index: A novel metric for functional lung MRI in cystic fibrosis. Magnetic resonance in medicine, 86(6), pp. 3224-3235. Wiley-Liss 10.1002/mrm.28947

Willers, Corin; Bauman, Grzegorz; Andermatt, Simon; Santini, Francesco; Sandkühler, Robin; Ramsey, Kathryn A.; Cattin, Philippe C; Bieri, Oliver; Pusterla, Orso; Latzin, Philipp (2021). The impact of segmentation on whole-lung functional MRI quantification: Repeatability and reproducibility from multiple human observers and an artificial neural network. Magnetic resonance in medicine, 85(2), pp. 1079-1092. Wiley-Liss 10.1002/mrm.28476

Book Section

Sandkühler, Robin; Jud, Christoph; Bauman, Grzegorz; Willers, Corin; Pusterla, Orso; Nyilas, Sylvia; Peters, Alan Arthur; Ebner, Lukas; Stranzinger, Enno; Bieri, Oliver; Latzin, Philipp; Cattin, Philippe C. (2019). Weakly supervised learning strategy for lung defect segmentation. In: Machine Learning in Medical Imaging. Lecture Notes in Computer Science: Vol. 11861 (pp. 541-548). Springer 10.1007/978-3-030-32692-0_62

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