Ross T. Whitaker

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 67

Top Venues

CoRR

Medical Image Anal.

IEEE Trans. Medical Imaging

ISBI

Publications

Riddhish Bhalodia, Shireen Y. Elhabian, Jadie Adams, Wenzheng Tao, Ladislav Kavan, Ross T. Whitaker
DeepSSM: A blueprint for image-to-shape deep learning models. Medical Image Anal. 91 (2024)
Xiwen Li, Tristalee Mangin, Surojit Saha, Evan Blanchard, Dillon Tang, Henry Poppe, Nathan Searle, Ouk Choi, Kerry Kelly, Ross T. Whitaker
Real-Time Idling Vehicles Detection Using Combined Audio-Visual Deep Learning. CoRR (2023)
Mitra Alirezaei, Quynh C. Nguyen, Ross T. Whitaker, Tolga Tasdizen
Multi-Task Classification for Improved Health Outcome Prediction Based on Environmental Indicators. IEEE Access 11 (2023)
Surojit Saha, Wasim Gazi, Rehman Mohammed, Thomas Rapstine, Hayden Powers, Ross T. Whitaker
Multitask Training as Regularization Strategy for Seismic Image Segmentation. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Alessandro Ferrero, Beatrice Knudsen, Deepika Sirohi, Ross T. Whitaker
A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology. CoRR (2022)
Quynh C. Nguyen, Thomas W. Belnap, Pallavi Dwivedi, Amir Hossein Nazem Deligani, Abhinav Kumar, Dapeng Li, Ross T. Whitaker, Jessica Keralis, Heran Mane, Xiaohe Yue, Thu T. Nguyen, Tolga Tasdizen, Kim D. Brunisholz
Google Street View Images as Predictors of Patient Health Outcomes, 2017-2019. Big Data Cogn. Comput. 6 (1) (2022)
Alessandro Ferrero, Beatrice Knudsen, Deepika Sirohi, Ross T. Whitaker
A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology. MOVI@MICCAI (2022)
Surojit Saha, Shireen Y. Elhabian, Ross T. Whitaker
GENs: generative encoding networks. Mach. Learn. 111 (11) (2022)
Adam Rauff, Lucas H. Timmins, Ross T. Whitaker, Jeffrey A. Weiss
A Nonparametric Approach for Estimating Three-Dimensional Fiber Orientation Distribution Functions (ODFs) in Fibrous Materials. IEEE Trans. Medical Imaging 41 (2) (2022)
Surojit Saha, Ouk Choi, Ross T. Whitaker
Few-Shot Segmentation of Microscopy Images Using Gaussian Process. MOVI@MICCAI (2022)
Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker
Leveraging Unsupervised Image Registration for Discovery of Landmark Shape Descriptor. CoRR (2021)
Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker
Leveraging unsupervised image registration for discovery of landmark shape descriptor. Medical Image Anal. 73 (2021)
Riddhish Bhalodia, Shireen Y. Elhabian, Jadie Adams, Wenzheng Tao, Ladislav Kavan, Ross T. Whitaker
DeepSSM: A Blueprint for Image-to-Shape Deep Learning Models. CoRR (2021)
Praful Agrawal, Ross T. Whitaker, Shireen Y. Elhabian
Learning Deep Features for Shape Correspondence with Domain Invariance. CoRR (2021)
Wenzheng Tao, Riddhish Bhalodia, Ross T. Whitaker
A Gaussian Process Model for Unsupervised Analysis of High Dimensional Shape Data. MLMI@MICCAI (2021)
Surojit Saha, Shireen Y. Elhabian, Ross T. Whitaker
GENs: Generative Encoding Networks. CoRR (2020)
Wei Xing, Shireen Y. Elhabian, Robert Michael Kirby, Ross T. Whitaker, Shandian Zhe
Infinite ShapeOdds: Nonparametric Bayesian Models for Shape Representations. AAAI (2020)
Wenzheng Tao, Riddhish Bhalodia, Erin Anstadt, Ladislav Kavan, Ross T. Whitaker, Jesse A. Goldstein
Unsupervised Shape Normality Metric for Severity Quantification. CoRR (2020)
Praful Agrawal, Joseph D. Mozingo, Shireen Y. Elhabian, Andrew E. Anderson, Ross T. Whitaker
Combined Estimation of Shape and Pose for Statistical Analysis of Articulating Joints. ShapeMI@MICCAI (2020)
Mehran Javanmardi, Dina Huang, Pallavi Dwivedi, Sahil Khanna, Kim Brunisholz, Ross T. Whitaker, Quynh Nguyen, Tolga Tasdizen
Analyzing Associations Between Chronic Disease Prevalence and Neighborhood Quality Through Google Street View Images. IEEE Access 8 (2020)
Ross T. Whitaker, William B. Thompson, James Berger, Baruch Fischhof, Michael F. Goodchild, Mary Hegarty, Christopher M. Jermaine, Kathryn S. McKinley, Alex Pang, Joanne Wendelberger
Workshop on Quantification, Communication, and Interpretation of Uncertainty in Simulation and Data Science. CoRR (2020)
Daniel J. Perry, Vahid Keshavarzzadeh, Shireen Y. Elhabian, Robert M. Kirby, Michael Gleicher, Ross T. Whitaker
Visualization of topology optimization designs with representative subset selection. CoRR (2020)
Riddhish Bhalodia, Ladislav Kavan, Ross T. Whitaker
Self-Supervised Discovery of Anatomical Shape Landmarks. CoRR (2020)
Riddhish Bhalodia, Ladislav Kavan, Ross T. Whitaker
Self-supervised Discovery of Anatomical Shape Landmarks. MICCAI (4) (2020)
Praful Agrawal, Ross T. Whitaker, Shireen Y. Elhabian
An Optimal, Generative Model for Estimating Multi-Label Probabilistic Maps. IEEE Trans. Medical Imaging 39 (7) (2020)
Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker
CoopSubNet: Cooperating Subnetwork for Data-Driven Regularization of Deep Networks under Limited Training Budgets. CoRR (2019)
Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker
A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration. CoRR (2019)
Sharmin Sultana, Praful Agrawal, Shireen Y. Elhabian, Ross T. Whitaker, Jason E. Blatt, Benjamin Gilles, Justin S. Cetas, Tanweer Rashid, Michel A. Audette
Medial axis segmentation of cranial nerves using shape statistics-aware discrete deformable models. Int. J. Comput. Assist. Radiol. Surg. 14 (11) (2019)
Alessandro Ferrero, Shireen Y. Elhabian, Ross T. Whitaker
SetGANs: Enforcing Distributional Accuracy in Generative Adversarial Networks. CoRR (2019)
Riddhish Bhalodia, Archanasri Subramanian, Alan Morris, Joshua Cates, Ross T. Whitaker, Evgueni Kholmovski, Nassir Marrouche, Shireen Y. Elhabian
Does Alignment in Statistical Shape Modeling of Left Atrium Appendage Impact Stroke Prediction? CinC (2019)
Daniel J. Perry, Robert M. Kirby, Akil Narayan, Ross T. Whitaker
Allocation Strategies for High Fidelity Models in the Multifidelity Regime. SIAM/ASA J. Uncertain. Quantification 7 (1) (2019)
Tim Sodergren, Riddhish Bhalodia, Ross T. Whitaker, Joshua Cates, Nassir Marrouche, Shireen Y. Elhabian
Mixture Modeling of Global Shape Priors and Autoencoding Local Intensity Priors for Left Atrium Segmentation. CoRR (2019)
Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker
A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration. MICCAI (2) (2019)
Yen-Yun Yu, Shireen Y. Elhabian, Ross T. Whitaker
Clustering With Pairwise Relationships: A Generative Approach. CoRR (2018)
Riddhish Bhalodia, Anupama Goparaju, Tim Sodergren, Ross T. Whitaker, Alan Morris, Evgueni Kholmovski, Nassir Marrouche, Joshua Cates, Shireen Y. Elhabian
Deep Learning for End-to-End Atrial Fibrillation Recurrence Estimation. CinC (2018)
Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker
DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images. CoRR (2018)
Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker
DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images. ShapeMI@MICCAI (2018)
Mukund Raj, Ross T. Whitaker
Visualizing Multidimensional Data with Order Statistics. Comput. Graph. Forum 37 (3) (2018)
Liyun Tu, Martin Styner, Jared Vicory, Shireen Y. Elhabian, Rui Wang, Jun-Pyo Hong, Beatriz Paniagua, Juan-Carlos Prieto, Dan Yang, Ross T. Whitaker, Stephen M. Pizer
Skeletal Shape Correspondence Through Entropy. IEEE Trans. Medical Imaging 37 (1) (2018)
Anupama Goparaju, Ibolya Csecs, Alan Morris, Evgueni Kholmovski, Nassir Marrouche, Ross T. Whitaker, Shireen Y. Elhabian
On the Evaluation and Validation of Off-the-Shelf Statistical Shape Modeling Tools: A Clinical Application. ShapeMI@MICCAI (2018)
Mahsa Mirzargar, Ross T. Whitaker
Representative Consensus from Limited-Size Ensembles. Comput. Graph. Forum 37 (3) (2018)
Anupama Goparaju, Ibolya Csecs, Alan Morris, Evgueni Kholmovski, Nassir Marrouche, Ross T. Whitaker, Shireen Y. Elhabian
On the Evaluation and Validation of Off-the-shelf Statistical Shape Modeling Tools: A Clinical Application. CoRR (2018)
Daniel J. Perry, Robert M. Kirby, Akil Narayan, Ross T. Whitaker
Allocation strategies for high fidelity models in the multifidelity regime. CoRR (2018)
Tim Sodergren, Riddhish Bhalodia, Ross T. Whitaker, Joshua Cates, Nassir Marrouche, Shireen Y. Elhabian
Mixture Modeling of Global Shape Priors and Autoencoding Local Intensity Priors for Left Atrium Segmentation. STACOM@MICCAI (2018)
Riddhish Bhalodia, Anupama Goparaju, Tim Sodergren, Alan Morris, Evgueni Kholmovski, Nassir Marrouche, Joshua Cates, Ross T. Whitaker, Shireen Y. Elhabian
Deep Learning for End-to-End Atrial Fibrillation Recurrence Estimation. CoRR (2018)
Mukund Raj, Ross T. Whitaker
Anisotropic Radial Layout for Visualizing Centrality and Structure in Graphs. CoRR (2017)
Shireen Y. Elhabian, Ross T. Whitaker
From Label Maps to Generative Shape Models: A Variational Bayesian Learning Approach. IPMI (2017)
Praful Agrawal, Ross T. Whitaker, Shireen Y. Elhabian
Learning Deep Features for Automated Placement of Correspondence Points on Ensembles of Complex Shapes. MICCAI (1) (2017)
Gopalkrishna Veni, Shireen Y. Elhabian, Ross T. Whitaker
ShapeCut: Bayesian surface estimation using shape-driven graph. Medical Image Anal. 40 (2017)
Daniel J. Perry, Braxton Osting, Ross T. Whitaker
Nyström Sketches. ECML/PKDD (1) (2017)
Mahsa Mirzargar, Ross T. Whitaker, Robert M. Kirby
Exploration of Heterogeneous Data Using Robust Similarity. CoRR (2017)
Mukund Raj, Ross T. Whitaker
Anisotropic Radial Layout for Visualizing Centrality and Structure in Graphs. Graph Drawing (2017)
Shireen Y. Elhabian, Ross T. Whitaker
ShapeOdds: Variational Bayesian Learning of Generative Shape Models. CVPR (2017)
Richard Kirby, Ross T. Whitaker
Dense depth maps from correspondences derived from perceived motion. J. Electronic Imaging 26 (1) (2017)
J. Samuel Preston, Sarang C. Joshi, Ross T. Whitaker
Deformation Estimation with Automatic Sliding Boundary Computation. MICCAI (3) (2016)
Liyun Tu, Jared Vicory, Shireen Y. Elhabian, Beatriz Paniagua, Juan-Carlos Prieto, James N. Damon, Ross T. Whitaker, Martin Styner, Stephen M. Pizer
Entropy-based correspondence improvement of interpolated skeletal models. Comput. Vis. Image Underst. 151 (2016)
Mukund Raj, Mahsa Mirzargar, J. Samuel Preston, Robert M. Kirby, Ross T. Whitaker
Evaluating Shape Alignment via Ensemble Visualization. IEEE Computer Graphics and Applications 36 (3) (2016)
Ipek Oguz, Joshua E. Cates, Manasi Datar, Beatriz Paniagua, P. Thomas Fletcher, Clement Vachet, Martin Styner, Ross T. Whitaker
Entropy-based particle correspondence for shape populations. Int. J. Comput. Assist. Radiol. Surg. 11 (7) (2016)
Daniel J. Perry, Ross T. Whitaker
Augmented Leverage Score Sampling with Bounds. ECML/PKDD (2) (2016)
Shireen Y. Elhabian, Praful Agrawal, Ross T. Whitaker
Optimal parameter map estimation for shape representation: A generative approach. ISBI (2016)
Sharmin Sultana, Praful Agrawal, Shireen Y. Elhabian, Ross T. Whitaker, Tanweer Rashid, Jason E. Blatt, Justin S. Cetas, Michel A. Audette
Towards a Statistical Shape-Aware Deformable Contour Model for Cranial Nerve Identification. CLIP@MICCAI (2016)
J. Samuel Preston, Sarang C. Joshi, Ross T. Whitaker
Multiscale MRF optimization for robust registration of 2D biological data. ISBI (2015)
Zhisong Fu, Sergey Yakovlev, Robert Michael Kirby, Ross T. Whitaker
Fast parallel solver for the levelset equations on unstructured meshes. Concurr. Comput. Pract. Exp. 27 (7) (2015)
Gopalkrishna Veni, Shireen Y. Elhabian, Ross T. Whitaker
A Bayesian formulation of graph-cut surface estimation with global shape priors. ISBI (2015)
T. James Lewis, Shankar Prasad Sastry, Robert Michael Kirby, Ross T. Whitaker
A GPU-Based MIS Aggregation Strategy: Algorithms, Comparisons, and Applications within AMG. HiPC (2015)
Caleb Rottman, Lance McBride, Arvidas Cheryauka, Ross T. Whitaker, Sarang C. Joshi
Mobile C-arm 3D Reconstruction in the Presence of Uncertain Geometry. MICCAI (2) (2015)
Le Liu, Mahsa Mirzargar, Robert M. Kirby, Ross T. Whitaker, Donald H. House
Visualizing Time-Specific Hurricane Predictions, with Uncertainty, from Storm Path Ensembles. Comput. Graph. Forum 34 (3) (2015)
Suyash P. Awate, Ross T. Whitaker
Multiatlas Segmentation as Nonparametric Regression. IEEE Trans. Medical Imaging 33 (9) (2014)
Mahsa Mirzargar, Ross T. Whitaker, Robert M. Kirby
Curve Boxplot: Generalization of Boxplot for Ensembles of Curves. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
Jonathan R. Bronson, Joshua A. Levine, Ross T. Whitaker
Lattice Cleaving: A Multimaterial Tetrahedral Meshing Algorithm with Guarantees. IEEE Trans. Vis. Comput. Graph. 20 (2) (2014)
Zhisong Fu, T. James Lewis, Robert M. Kirby, Ross T. Whitaker
Architecting the finite element method pipeline for the GPU. J. Comput. Appl. Math. 257 (2014)
Xiang Hao, Kristen Zygmunt, Ross T. Whitaker, P. Thomas Fletcher
Improved segmentation of white matter tracts with adaptive Riemannian metrics. Medical Image Anal. 18 (1) (2014)
Suyash P. Awate, Yen-Yun Yu, Ross T. Whitaker
Kernel Principal Geodesic Analysis. ECML/PKDD (1) (2014)
Zhisong Fu, Robert M. Kirby, Ross T. Whitaker
A Fast Iterative Method for Solving the Eikonal Equation on Tetrahedral Domains. SIAM J. Sci. Comput. 35 (5) (2013)
J. Samuel Preston, Caleb Rottman, Arvidas Cheryauka, Larry Anderton, Ross T. Whitaker, Sarang C. Joshi
Multi-layer Deformation Estimation for Fluoroscopic Imaging. IPMI (2013)
Gopalkrishna Veni, Zhisong Fu, Suyash P. Awate, Ross T. Whitaker
Proper ordered meshing of complex shapes and optimal graph cuts applied to atrial-wall segmentation from DE-MRI. ISBI (2013)
Samuel Gerber, Ross T. Whitaker
Regularization-free principal curve estimation. J. Mach. Learn. Res. 14 (1) (2013)
Manasi Datar, Ilwoo Lyu, Sun Hyung Kim, Joshua E. Cates, Martin Andreas Styner, Ross T. Whitaker
Geodesic Distances to Landmarks for Dense Correspondence on Ensembles of Complex Shapes. MICCAI (2) (2013)
Gopalkrishna Veni, Zhisong Fu, Suyash P. Awate, Ross T. Whitaker
Bayesian Segmentation of Atrium Wall Using Globally-Optimal Graph Cuts on 3D Meshes. IPMI (2013)
Ross T. Whitaker, Mahsa Mirzargar, Robert M. Kirby
Contour Boxplots: A Method for Characterizing Uncertainty in Feature Sets from Simulation Ensembles. IEEE Trans. Vis. Comput. Graph. 19 (12) (2013)
Jonathan R. Bronson, Joshua A. Levine, Ross T. Whitaker
Lattice Cleaving: Conforming Tetrahedral Meshes of Multimaterial Domains with Bounded Quality. IMR (2012)
Suyash P. Awate, Peihong Zhu, Ross T. Whitaker
How Many Templates Does It Take for a Good Segmentation?: Error Analysis in Multiatlas Segmentation as a Function of Database Size. MBIA (2012)
Tina Kapur, Steve Pieper, Ross T. Whitaker, Stephen R. Aylward, Marianna Jakab, William J. Schroeder, Ron Kikinis
The National Alliance for Medical Image Computing, a roadmap initiative to build a free and open source software infrastructure for translational research in medical image analysis. J. Am. Medical Informatics Assoc. 19 (2) (2012)
Darrell J. Swenson, Joshua A. Levine, Jess D. Tate, Ross T. Whitaker, Rob S. MacLeod
Impacts of Boundary Conforming Meshes on Electrical Cardiac Simulation. IMR (2012)
Manasi Datar, Prasanna Muralidharan, Abhishek Kumar, Sylvain Gouttard, Joseph Piven, Guido Gerig, Ross T. Whitaker, P. Thomas Fletcher
Mixed-Effects Shape Models for Estimating Longitudinal Changes in Anatomy. STIA (2012)
Jonathan R. Bronson, Joshua A. Levine, Ross T. Whitaker
Particle systems for adaptive, isotropic meshing of CAD models. Eng. Comput. 28 (4) (2012)
Tina R. Ziemek, Sarah H. Creem-Regehr, William B. Thompson, Ross T. Whitaker
Evaluating the effectiveness of orientation indicators with an awareness of individual differences. ACM Trans. Appl. Percept. 9 (2) (2012)
Manasi Datar, Yaniv Gur, Beatriz Paniagua, Martin Styner, Ross T. Whitaker
Geometric Correspondence for Ensembles of Nonregular Shapes. MICCAI (2) (2011)
Yongsheng Pan, Won-Ki Jeong, Ross T. Whitaker
Markov surfaces: A probabilistic framework for user-assisted three-dimensional image segmentation. Comput. Vis. Image Underst. 115 (10) (2011)
Zhisong Fu, Won-Ki Jeong, Yongsheng Pan, Robert M. Kirby, Ross T. Whitaker
A Fast Iterative Method for Solving the Eikonal Equation on Triangulated Surfaces. SIAM J. Sci. Comput. 33 (5) (2011)
Xiang Hao, Ross T. Whitaker, P. Thomas Fletcher
Adaptive Riemannian Metrics for Improved Geodesic Tracking of White Matter. IPMI (2011)
Clement Vachet, Heather Cody Hazlett, Marc Niethammer, Ipek Oguz, Joshua E. Cates, Ross T. Whitaker, Joseph Piven, Martin Styner
Group-wise automatic mesh-based analysis of cortical thickness. Medical Imaging: Image Processing (2011)
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)
P. Thomas Fletcher, Ross T. Whitaker, Ran Tao, Molly B. DuBray, Alyson L. Froehlich, Caitlin Ravichandran, Andrew L. Alexander, Erin D. Bigler, Nicholas T. Lange, Janet E. Lainhart
Microstructural connectivity of the arcuate fasciculus in adolescents with high-functioning autism. NeuroImage 51 (3) (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)
Yuntao Jia, Xinlai Ni, Eric Lorimer, Michael Mullan, Ross T. Whitaker, John C. Hart
RBF Dipole Surface Evolution. Shape Modeling International (2010)
Jonathan R. Bronson, Joshua A. Levine, Ross T. Whitaker
Particle Systems for Adaptive, Isotropic Meshing of CAD Models. IMR (2010)
Ganesh Adluru, Tolga Tasdizen, Ross T. Whitaker, Edward V. R. Di Bella
Improving Undersampled MRI Reconstruction Using Non-local Means. ICPR (2010)
Elizabeth Jurrus, António R. C. Paiva, Shigeki Watanabe, James R. Anderson, Bryan W. Jones, Ross T. Whitaker, Erik M. Jorgensen, Robert Marc, Tolga Tasdizen
Detection of neuron membranes in electron microscopy images using a serial neural network architecture. Medical Image Anal. 14 (6) (2010)

Ross T. Whitaker.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Ross T. Whitaker