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Geodesic Atlas-Based Labeling of Anatomical Trees: Application and Evaluation on Airways Extracted From CT.

A. Feragen, J. Petersen, M. Owen, P. Lo, L. Thomsen, M. Wille, A. Dirksen, and M. de Bruijne. IEEE Trans. Med. Imaging, 34 (6): 1212-1226 (2015)

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Scalable kernels for graphs with continuous attributes.A. Feragen, N. Kasenburg, J. Petersen, M. de Bruijne, and K. Borgwardt. NIPS, page 216-224. (2013)Probabilistic Riemannian submanifold learning with wrapped Gaussian process latent variable models.A. Mallasto, S. Hauberg, and A. Feragen. AISTATS, volume 89 of Proceedings of Machine Learning Research, page 2368-2377. PMLR, (2019)Structural parcellation of the thalamus using shortest-path tractography.N. Kasenburg, S. Darkner, U. Hahn, M. Liptrot, and A. Feragen. ISBI, page 559-563. IEEE, (2016)Geometry and Statistics: Manifolds and Stratified Spaces.A. Feragen, M. Nielsen, E. Jensen, A. du Plessis, and F. Lauze. Journal of Mathematical Imaging and Vision, 50 (1-2): 1-4 (2014)Network-Guided Group Feature Selection for Classification of Autism Spectrum Disorder.V. Cheplygina, D. Tax, M. Loog, and A. Feragen. MLMI, volume 8679 of Lecture Notes in Computer Science, page 190-197. Springer, (2014)Towards exaggerated emphysema stereotypes.C. Chen, L. Sørensen, F. Lauze, C. Igel, M. Loog, A. Feragen, M. de Bruijne, and M. Nielsen. Medical Imaging: Computer-Aided Diagnosis, volume 8315 of SPIE Proceedings, page 83150Q. SPIE, (2012)Learning from uncertain curves: The 2-Wasserstein metric for Gaussian processes.A. Mallasto, and A. Feragen. NIPS, page 5660-5670. (2017)Grassmann Averages for Scalable Robust PCA.S. Hauberg, A. Feragen, and M. Black. CVPR, page 3810-3817. IEEE Computer Society, (2014)Towards exaggerated image stereotypes.C. Chen, F. Lauze, C. Igel, A. Feragen, M. Loog, and M. Nielsen. ACPR, page 422-426. IEEE, (2011)Probabilistic Shortest Path Tractography in DTI Using Gaussian Process ODE Solvers.M. Schober, N. Kasenburg, A. Feragen, P. Hennig, and S. Hauberg. MICCAI (3), volume 8675 of Lecture Notes in Computer Science, page 265-272. Springer, (2014)

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Geodesic Atlas-Based Labeling of Anatomical Trees: Application and Evaluation on Airways Extracted From CT.

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Geodesic Atlas-Based Labeling of Anatomical Trees: Application and Evaluation on Airways Extracted From CT.