Biblio

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2017
Han X., Kwitt R, Aylward S, Menze B, Asturias A., Vespa P., Van Horn J., Niethammer M..  2017.  Brain Extraction from Normal and Pathological Images: A Joint PCA/Image-Reconstruction Approach. PDF icon brain_extraction_han_2017.pdf (2.37 MB)
Stanely N., Kwitt R, Niethammer M., Mucha P..  2017.  Compressing Networks with Super Nodes. arXiv.
Hofer C., Kwitt R, Niethammer M., Hoeller Y., Trinka E., Uhl A..  2017.  Constructing Shape Spaces from a Topological Perspective. Proceedings of the International Conference on Information Processing in Medical Imaging (IPMI). PDF icon hofer2017_ipmi.pdf (492.78 KB)
Hofer C., Kwitt R, Niethammer M., Uhl A..  2017.  Deep Learning with Topological Signatures. arXiv.
Han X., Yang X, Aylward S, Kwitt R, Niethammer M..  2017.  Efficient Registration of Pathological Images: A Joint PCA/Image-Reconstruction Approach. ISBI. PDF icon Han et al.: Registration of pathological images (956.15 KB)
Yang X, Kwitt R, Styner M., Niethammer M..  2017.  Fast Predictive Multimodal Image Registration. ISBI. PDF icon Yang et al.: Fast predictive multimodal image registration (1.6 MB)
Ding Z., Fleishman G., Yang X, Thompson P., Kwitt R, Niethammer M., .  2017.  Fast Predictive Simple Geodesic Regression. PDF icon fpsgr_journal_ding_2017.pdf (5.88 MB)
Ding Z., Fleishman G., Yang X, Thompson P., Kwitt R, Niethammer M., .  2017.  Fast Predictive Simple Geodesic Regression. MICCAI Workshop on Deep Learning in Medical Image Analysis (DLMIA). PDF icon fast_predictive_simple_geodesic_regression_dlmia.pdf (1.04 MB)
Niethammer M., Styner M., Aylward S, Zhu H, Oguz I., Yap P-T, Shen D.  2017.  International Conference on Information Processing in Medical Imaging (IPMI), Boone, North Carolina, USA. Lecture Notes in Computer Science. 10265
Zhao Q, Pizer S, Alterovitz R, Niethammer M., Rosenman J.  2017.  Orthotropic Thin Shell Elasticity Estimation for Surface Registration. Proceedings of the International Conference on Information Processing in Medical Imaging (IPMI). PDF icon Zhao_IPMI (2.28 MB)
Yang X, Kwitt R, Styner M., Niethammer M..  2017.  Quicksilver: Fast Predictive Image Registration – A Deep Learning Approach. NeuroImage. 158PDF icon neuroimage-quicksilver-preprint.pdf (8.72 MB)
Hong Y, Yang X, Kwitt R, Styner M., Niethammer M..  2017.  Regression Uncertainty on the Grassmannian. Proceedings of the AISTATS conference. PDF icon aistats_2017_hong_et_al.pdf (3.99 MB)
Young J.T, Shi Y, Niethammer M., Grauer M., Coe C.L, Lubach G.R, Davis B, Budin F., Knickmeyer R.C, Alexander A.L et al..  2017.  The UNC-Wisconsin Rhesus Macaque Neurodevelopment Database: A Structural MRI and DTI Database of Early Postnatal Development. Frontiers in Neuroscience.