Samuel Gerber

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 17

Top Topics

Ultrasound Images

Persistent Homology

Top Venues

BIVPCS/POCUS@MICCAI

DART/MIL3ID@MICCAI

Publications

Samuel Gerber, Marc Niethammer, Ebrahim Ebrahim, Joseph Piven, Stephen R. Dager, Martin Styner, Stephen R. Aylward, Andinet Enquobahrie
Optimal transport features for morphometric population analysis. Medical Image Anal. 84 (2023)
Pranjal Sahu, Samuel Gerber, Qingyu Zhao, Tung Nguyen, Matt McCormick, Beatriz Paniagua, Jared Vicory
Thin shell demons for dental scan registration. Medical Imaging: Image Processing (2022)
Étienne Léger, Samantha Horvath, Jean-Christophe Fillion-Robin, David Allemang, Samuel Gerber, Parikshit Juvekar, Erickson Torio, Tina Kapur, Steve Pieper, Sonia Pujol, Ryan S. Bardsley, Sarah F. Frisken, Alexandra J. Golby
NousNav: A low-cost neuronavigation system for deployment in lower-resource settings. Int. J. Comput. Assist. Radiol. Surg. 17 (9) (2022)
Samuel Gerber, Marc Niethammer, Ebrahim Ebrahim, Joseph Piven, Stephen R. Dager, Martin Styner, Stephen R. Aylward, Andinet Enquobahrie
Optimal Transport Features for Morphometric Population Analysis. CoRR (2022)
Samuel Gerber
Saddlepoints in Unsupervised Least Squares. CoRR (2021)
Sahin Olut, Zhengyang Shen, Zhenlin Xu, Samuel Gerber, Marc Niethammer
Adversarial Data Augmentation via Deformation Statistics. ECCV (29) (2020)
Samuel Gerber, Marc Niethammer
Spatial Component Analysis to Mitigate Multiple Testing in Voxel-Based Analysis. MICCAI (7) (2020)
Zahil Shanis, Samuel Gerber, Mingchen Gao, Andinet Enquobahrie
Intramodality Domain Adaptation Using Self Ensembling and Adversarial Training. DART/MIL3ID@MICCAI (2019)
Dhruv Sharma, Zahil Shanis, Chandan K. Reddy, Samuel Gerber, Andinet Enquobahrie
Active Learning Technique for Multimodal Brain Tumor Segmentation Using Limited Labeled Images. DART/MIL3ID@MICCAI (2019)
Deepak Roy Chittajallu, Matthew McCormick, Samuel Gerber, Tomasz J. Czernuszewicz, Ryan C. Gessner, Monte S. Willis, Marc Niethammer, Roland Kwitt, Stephen R. Aylward
Image-Based Methods for Phase Estimation, Gating, and Temporal Superresolution of Cardiac Ultrasound. IEEE Trans. Biomed. Eng. 66 (1) (2019)
Hastings Greer, Samuel Gerber, Marc Niethammer, Roland Kwitt, Matt McCormick, Deepak Roy Chittajallu, Neal Siekierski, Matthew Oetgen, Kevin Cleary, Stephen R. Aylward
Scoliosis screening and monitoring using self contained ultrasound and neural networks. ISBI (2018)
Deepak Roy Chittajallu, Neal Siekierski, Sanghoon Lee, Samuel Gerber, Jonathan D. Beezley, David Manthey, David A. Gutman, Lee A. D. Cooper
Vectorized persistent homology representations for characterizing glandular architecture in histology images. ISBI (2018)
Samuel Gerber, Marc Niethammer, Martin Styner, Stephen R. Aylward
Exploratory Population Analysis with Unbalanced Optimal Transport. MICCAI (3) (2018)
Samuel Gerber, Mauro Maggioni
Multiscale Strategies for Computing Optimal Transport. CoRR (2017)
Maeliss Jallais, Hastings Greer, Samuel Gerber, Matt McCormick, Deepak Roy Chittajallu, Neal Siekierski, Stephen R. Aylward
Ultrasound Augmentation: Rapid 3-D Scanning for Tracking and On-Body Display. BIVPCS/POCUS@MICCAI (2017)
Samuel Gerber, Maeliss Jallais, Hastings Greer, Matt McCormick, Sean Montgomery, Bradley Freeman, Deborah Shipley Kane, Deepak Roy Chittajallu, Neal Siekierski, Stephen R. Aylward
Automatic Estimation of the Optic Nerve Sheath Diameter from Ultrasound Images. BIVPCS/POCUS@MICCAI (2017)
Samuel Gerber, Mauro Maggioni
Multiscale Strategies for Computing Optimal Transport. J. Mach. Learn. Res. 18 (2017)
Kristin C. Potter, Samuel Gerber, Erik W. Anderson
Visualization of Uncertainty without a Mean. IEEE Computer Graphics and Applications 33 (1) (2013)
Samuel Gerber, Ross T. Whitaker
Regularization-free principal curve estimation. J. Mach. Learn. Res. 14 (1) (2013)
Peihong Zhu, Suyash P. Awate, Samuel Gerber, Ross T. Whitaker
Fast Shape-Based Nearest-Neighbor Search for Brain MRIs Using Hierarchical Feature Matching. MICCAI (2) (2011)
Samuel Gerber, Tolga Tasdizen, P. Thomas Fletcher, Sarang C. Joshi, Ross T. Whitaker
Manifold modeling for brain population analysis. Medical Image Anal. 14 (5) (2010)
Samuel Gerber, Peer-Timo Bremer, Valerio Pascucci, Ross T. Whitaker
Visual Exploration of High Dimensional Scalar Functions. IEEE Trans. Vis. Comput. Graph. 16 (6) (2010)
Arvind Agarwal, Hal Daumé III, Samuel Gerber
Learning Multiple Tasks using Manifold Regularization. NIPS (2010)
Ran Tao, P. Thomas Fletcher, Samuel Gerber, Ross T. Whitaker
A Variational Image-Based Approach to the Correction of Susceptibility Artifacts in the Alignment of Diffusion Weighted and Structural MRI. IPMI (2009)
Samuel Gerber, Tolga Tasdizen, Ross T. Whitaker
Dimensionality reduction and principal surfaces via Kernel Map Manifolds. ICCV (2009)
Samuel Gerber, Tolga Tasdizen, Sarang C. Joshi, Ross T. Whitaker
On the Manifold Structure of the Space of Brain Images. MICCAI (1) (2009)
Matthias Fuchs, Samuel Gerber
Variational shape detection in microscope images based on joint shape and image feature statistics. CVPR Workshops (2008)
Samuel Gerber, Tolga Tasdizen, Ross T. Whitaker
Robust non-linear dimensionality reduction using successive 1-dimensional Laplacian Eigenmaps. ICML (2007)