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Samuel Gerber
Samuel Gerber
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Title
Cited by
Cited by
Year
Manifold modeling for brain population analysis
S Gerber, T Tasdizen, PT Fletcher, S Joshi, R Whitaker, ...
Medical image analysis 14 (5), 643-653, 2010
1602010
Visual exploration of high dimensional scalar functions
S Gerber, PT Bremer, V Pascucci, R Whitaker
IEEE transactions on visualization and computer graphics 16 (6), 1271-1280, 2010
1362010
Learning multiple tasks using manifold regularization
A Agarwal, H Daume, S Gerber
Advances in neural information processing systems, 46-54, 2010
1272010
A variational image-based approach to the correction of susceptibility artifacts in the alignment of diffusion weighted and structural MRI
R Tao, PT Fletcher, S Gerber, RT Whitaker
Information Processing in Medical Imaging: 21st International Conference …, 2009
712009
On the manifold structure of the space of brain images
S Gerber, T Tasdizen, S Joshi, R Whitaker
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2009: 12th …, 2009
642009
s-CorrPlot: an interactive scatterplot for exploring correlation
S McKenna, M Meyer, C Gregg, S Gerber
Journal of Computational and Graphical Statistics 25 (2), 445-463, 2016
532016
Robust non-linear dimensionality reduction using successive 1-dimensional Laplacian eigenmaps
S Gerber, T Tasdizen, R Whitaker
Proceedings of the 24th international conference on Machine learning, 281-288, 2007
502007
Visualization of Uncertainty Without a Mean
K Potter, S Gerber, EW Anderson
Visualization Viewpoints, 2013
482013
Multiscale strategies for computing optimal transport
S Gerber, M Maggioni
Journal of Machine Learning Research, 2017
412017
Dimensionality reduction and principal surfaces via kernel map manifolds
S Gerber, T Tasdizen, R Whitaker
2009 IEEE 12th International Conference on Computer Vision, 529-536, 2009
292009
Data Analysis with the Morse-Smale Complex: The msr Package for R
S Gerber, K Potter
Journal of Statistical Software, 2012
282012
Regularization Free Principal Curve Estimation
S Gerber, R Whitaker
Journal of Machine Learning Research, 2013
262013
Morse-Smale Regression
S Gerber, R Oliver, PT Bremer, V Pascucci, RT Whitaker
Journal of Computational and Graphical Statistics, 2012
252012
Intramodality domain adaptation using self ensembling and adversarial training
Z Shanis, S Gerber, M Gao, A Enquobahrie
Domain Adaptation and Representation Transfer and Medical Image Learning …, 2019
242019
Active learning technique for multimodal brain tumor segmentation using limited labeled images
D Sharma, Z Shanis, CK Reddy, S Gerber, A Enquobahrie
Domain Adaptation and Representation Transfer and Medical Image Learning …, 2019
172019
Automatic estimation of the optic nerve sheath diameter from ultrasound images
S Gerber, M Jallais, H Greer, M McCormick, S Montgomery, B Freeman, ...
Imaging for Patient-Customized Simulations and Systems for Point-of-Care …, 2017
172017
Adversarial data augmentation via deformation statistics
S Olut, Z Shen, Z Xu, S Gerber, M Niethammer
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
112020
Fast shape-based nearest-neighbor search for brain MRIs using hierarchical feature matching
P Zhu, SP Awate, S Gerber, R Whitaker
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011: 14th …, 2011
92011
Image-based methods for phase estimation, gating, and temporal superresolution of cardiac ultrasound
DR Chittajallu, M McCormick, S Gerber, TJ Czernuszewicz, R Gessner, ...
IEEE Transactions on Biomedical Engineering 66 (1), 72-79, 2018
62018
Vectorized persistent homology representations for characterizing glandular architecture in histology images
DR Chittajallu, N Siekierski, S Lee, S Gerber, J Beezley, D Manthey, ...
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
62018
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