Marc Niethammer

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Roland KwittProfessor, Department of Artificial Intelligence and Human Interfaces, University of SalzburgVerified email at sbg.ac.at
Martin StynerAssociate Professor of Computer Science and Psychiatry, University of North Carolina at Chapel HillVerified email at unc.edu
Allen TannenbaumDistinguished Professor, Computer Science/Applied Mathematics, Stony Brook UniversityVerified email at stonybrook.edu
J. S. MarronUniversity of North CarolinaVerified email at unc.edu
Stephen R. AylwardSenior Director of Strategic Initiatives, North Carolina, KitwareVerified email at kitware.com
Martha E. ShentonProfessor, Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard MedicalVerified email at bwh.harvard.edu
Zach ChristopherChalmers University of TechnologyVerified email at chalmers.se
Laurence J JacobsGeorgia Institute of TechnologyVerified email at coe.gatech.edu
Xiao YangBytedance Inc.Verified email at cs.unc.edu
Yi HongShanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Nikhil SinghUniversity of North Carolina, Chapel Hill, University of UtahVerified email at cs.utah.edu
Carl-Fredrik WestinProfessor, Harvard Medical SchoolVerified email at bwh.harvard.edu
Sylvain BouixAssociate Professor, Harvard Medical SchoolVerified email at bwh.harvard.edu
Liang ShanUniversity of North Carolina at Chapel HillVerified email at cs.unc.edu
Danielle F. PaceResearch Fellow, Martinos Center, MGHVerified email at mgh.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	776	2009
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	453	2009
Quicksilver: Fast predictive image registration–a deep learning approach X Yang, R Kwitt, M Styner, M Niethammer NeuroImage 158, 378-396, 2017	439	2017
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	317	2001
Fast Global Labeling for Real-Time Stereo Using Multiple Plane Sweeps. C Zach, D Gallup, JM Frahm, M Niethammer VMV, 243-252, 2008	201	2008
Deep learning with topological signatures C Hofer, R Kwitt, M Niethammer, A Uhl Advances in neural information processing systems 30, 2017	180	2017
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	179	2009
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	178	2008
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	162	2011
Geodesic regression for image time-series M Niethammer, Y Huang, FX Vialard International conference on medical image computing and computer-assisted …, 2011	151	2011
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	139	2014
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), 1-8, 2018	133	2018
Fast predictive image registration X Yang, R Kwitt, M Niethammer Deep Learning and Data Labeling for Medical Applications, 48-57, 2016	116	2016
Crack characterization using guided circumferential waves C Valle, M Niethammer, J Qu, LJ Jacobs The Journal of the Acoustical Society of America 110 (3), 1282-1290, 2001	116	2001
Time-frequency representation of Lamb waves using the reassigned spectrogram M Niethammer, LJ Jacobs, J Qu, J Jarzynski The Journal of the Acoustical Society of America 107 (5), L19-L24, 2000	111	2000
Aga: Attribute-guided augmentation M Dixit, R Kwitt, M Niethammer, N Vasconcelos Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017	110	2017
Global medical shape analysis using the Laplace-Beltrami spectrum M Niethammer, M Reuter, FE Wolter, S Bouix, N Peinecke, MS Koo, ... International Conference on Medical Image Computing and Computer-Assisted …, 2007	100	2007
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	97	2010
Automatic atlas-based three-label cartilage segmentation from MR knee images L Shan, C Zach, C Charles, M Niethammer Medical image analysis 18 (7), 1233-1246, 2014	96	2014
Color histogram equalization through mesh deformation E Pichon, M Niethammer, G Sapiro Proceedings 2003 International Conference on Image Processing (Cat. No …, 2003	91	2003

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