Marc Niethammer

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Roland KwittProfessor, Department of Artificial Intelligence and Human Interfaces, University of SalzburgVerified email at plus.ac.at
Martin StynerProfessor of Computer Science and Psychiatry, University of North Carolina at Chapel HillVerified email at unc.edu
J. S. MarronUniversity of North CarolinaVerified email at unc.edu
Stephen AylwardNVIDIA - Global Developer Relations, Medical TechnologiesVerified email at aylward.org
Allen TannenbaumDistinguished Professor, Computer Science/Applied Mathematics, Stony Brook UniversityVerified email at stonybrook.edu
Martha E. ShentonProfessor, Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard MedicalVerified email at bwh.harvard.edu
Zhenlin XuBoson AIVerified email at cs.unc.edu
Zach ChristopherChalmers University of TechnologyVerified email at chalmers.se
Xiao YangBytedance Inc.Verified email at cs.unc.edu
Laurence J JacobsGeorgia Institute of TechnologyVerified email at coe.gatech.edu
Nancy E ThomasDistinguished Professor of Dermatology, University of North CarolinaVerified email at med.unc.edu
François-Xavier VialardProfessor, Université Gustave EiffelVerified email at u-pem.fr
Sylvain BouixFull Professor, Ecole de Technologie SuperieureVerified email at etsmtl.ca
Yi HongShanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Heather Dunlop CouturePixel Scientia LabsVerified email at pixelscientia.com
Raul San Jose EsteparAssociate Professor, Brigham and Women's Hospital, Harvard Medical SchoolVerified email at bwh.harvard.edu
Carl-Fredrik WestinProfessor, Harvard Medical SchoolVerified email at bwh.harvard.edu
Prof. Dr. Martin ReuterDirector AI in Medical Imaging DZNE Bonn Germany, Radiology & Neurology at Harvard Medical SchoolVerified email at mgh.harvard.edu

Marc Niethammer

Professor of Computer Science, UNC Chapel Hill

Verified email at cs.unc.edu - Homepage

medical image analysis machine learning image registration


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A method for normalizing histology slides for quantitative analysis M Macenko, M Niethammer, JS Marron, D Borland, JT Woosley, X Guan, ... 2009 IEEE international symposium on biomedical imaging: from nano to macro …, 2009	1479	2009
Quicksilver: Fast predictive image registration–a deep learning approach X Yang, R Kwitt, M Styner, M Niethammer NeuroImage 158, 378-396, 2017	723	2017
Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging E Gerardin, G Chételat, M Chupin, R Cuingnet, B Desgranges, HS Kim, ... Neuroimage 47 (4), 1476-1486, 2009	535	2009
Time-frequency representations of Lamb waves M Niethammer, LJ Jacobs, J Qu, J Jarzynski The Journal of the Acoustical Society of America 109 (5), 1841-1847, 2001	346	2001
Deep learning with topological signatures C Hofer, R Kwitt, M Niethammer, A Uhl Advances in neural information processing systems 30, 2017	324	2017
Image analysis with deep learning to predict breast cancer grade, ER status, histologic subtype, and intrinsic subtype HD Couture, LA Williams, J Geradts, SJ Nyante, EN Butler, JS Marron, ... NPJ breast cancer 4 (1), 30, 2018	311	2018
Robust and generalizable visual representation learning via random convolutions Z Xu, D Liu, J Yang, C Raffel, M Niethammer International Conference on Learning Representations (ICLR), 2021	249	2021
Laplace–Beltrami eigenvalues and topological features of eigenfunctions for statistical shape analysis M Reuter, FE Wolter, M Shenton, M Niethammer Computer-Aided Design 41 (10), 739-755, 2009	213	2009
Fast Global Labeling for Real-Time Stereo Using Multiple Plane Sweeps. C Zach, D Gallup, JM Frahm, M Niethammer VMV 6, 7, 2008	213	2008
DeepAtlas: Joint semi-supervised learning of image registration and segmentation Z Xu, M Niethammer Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019	195	2019
The power of correlative microscopy: multi-modal, multi-scale, multi-dimensional J Caplan, M Niethammer, RM Taylor II, KJ Czymmek Current opinion in structural biology 21 (5), 686-693, 2011	191	2011
Restoration of DWI data using a Rician LMMSE estimator S Aja-Fernández, M Niethammer, M Kubicki, ME Shenton, CF Westin IEEE transactions on medical imaging 27 (10), 1389-1403, 2008	183	2008
Geodesic regression for image time-series M Niethammer, Y Huang, FX Vialard Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011: 14th …, 2011	178	2011
Fast predictive image registration X Yang, R Kwitt, M Niethammer Deep Learning and Data Labeling for Medical Applications: First …, 2016	177	2016
Scene parsing with object instances and occlusion ordering J Tighe, M Niethammer, S Lazebnik Proceedings of the IEEE conference on computer vision and pattern …, 2014	172	2014
Dissecting supervised contrastive learning F Graf, C Hofer, M Niethammer, R Kwitt International Conference on Machine Learning, 3821-3830, 2021	157	2021
Aga: Attribute-guided augmentation M Dixit, R Kwitt, M Niethammer, N Vasconcelos Proceedings of the IEEE conference on computer vision and pattern …, 2017	156	2017
Networks for joint affine and non-parametric image registration Z Shen, X Han, Z Xu, M Niethammer Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	146	2019
Segmentation of knee images: a grand challenge T Heimann, BJ Morrison, MA Styner, M Niethammer, S Warfield Proc. MICCAI Workshop on Medical Image Analysis for the Clinic 1, 2010	131	2010
Votenet: A deep learning label fusion method for multi-atlas segmentation Z Ding, X Han, M Niethammer Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019	127	2019

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