P. Thomas Fletcher

Orcid: 0000-0002-5556-5696

Affiliations:
  • University of Utah, Scientific Computing and Imaging Institute, Salt Lake, USA


According to our database1, P. Thomas Fletcher authored at least 126 papers between 1999 and 2023.

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Bibliography

2023
Learning Spatially-Continuous Fiber Orientation Functions.
CoRR, 2023

Quantifying Hippocampal Shape Asymmetry in Alzheimer's Disease Using Optimal Shape Correspondences.
CoRR, 2023

NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using Diffusion Models.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Modeling the Shape of the Brain Connectome via Deep Neural Networks.
Proceedings of the Information Processing in Medical Imaging, 2023

2022
Deep Learning the Shape of the Brain Connectome.
CoRR, 2022

A Geometrical Approach to Finding Difficult Examples in Language.
Proceedings of the Topological, 2022

Super-Resolution of Manifold-Valued Diffusion MRI Refined by Multi-modal Imaging.
Proceedings of the Computational Diffusion MRI - 13th International Workshop, 2022

Feature Gradient Flow for Interpreting Deep Neural Networks in Head and Neck Cancer Prediction.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021
Integrated Construction of Multimodal Atlases with Structural Connectomes in the Space of Riemannian Metrics.
CoRR, 2021

Structural Connectome Atlas Construction in the Space of Riemannian Metrics.
Proceedings of the Information Processing in Medical Imaging, 2021

2020
Decomposition-based mission planning for fixed-wing UAVs surveying in wind.
J. Field Robotics, 2020

Geometry matters: Exploring language examples at the decision boundary.
CoRR, 2020

Latent Space Geometric Statistics.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019
Fast Diffeomorphic Image Registration via Fourier-Approximated Lie Algebras.
Int. J. Comput. Vis., 2019

Revisiting Abnormalities in Brain Network Architecture Underlying Autism Using Topology-Inspired Statistical Inference.
Brain Connect., 2019

Autism Classification Using Topological Features and Deep Learning: A Cautionary Tale.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Surface-Based Spatial Pyramid Matching of Cortical Regions for Analysis of Cognitive Performance.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

The Adversarial Attack and Detection under the Fisher Information Metric.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Optimal Polygon Decomposition for UAV Survey Coverage Path Planning in Wind.
Sensors, 2018

Stochastic Image Deformation in Frequency Domain and Parameter Estimation using Moment Evolutions.
CoRR, 2018

Deep Diffeomorphic Normalizing Flows.
CoRR, 2018

Latent Space Non-Linear Statistics.
CoRR, 2018

Riemannian Regression and Classification Models of Brain Networks Applied to Autism.
Proceedings of the Connectomics in NeuroImaging - Second International Workshop, 2018

Nonparametric Aggregation of Geodesic Trends for Longitudinal Data Analysis.
Proceedings of the Shape in Medical Imaging, 2018

Fully convolutional structured LSTM networks for joint 4D medical image segmentation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

The Riemannian Geometry of Deep Generative Models.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Improved Semi-supervised Learning with GANs using Manifold Invariances.
CoRR, 2017

Semi-supervised Learning with GANs: Manifold Invariance with Improved Inference.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Efficient Parallel Transport in the Group of Diffeomorphisms via Reduction to the Lie Algebra.
Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017

Symmetric Interleaved Geodesic Shooting in Diffeomorphisms.
Proceedings of the Information Processing in Medical Imaging, 2017

A map estimation algorithm for Bayesian polynomial regression on riemannian manifolds.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Local Group Invariant Representations via Orbit Embeddings.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016
Hierarchical Geodesic Models in Diffeomorphisms.
Int. J. Comput. Vis., 2016

Entropy-based particle correspondence for shape populations.
Int. J. Comput. Assist. Radiol. Surg., 2016

Investigating the Microstructural Correlation of White Matter in Autism Spectrum Disorder.
Brain Connect., 2016

Effects of EPI distortion correction pipelines on the connectome in Parkinson's Disease.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Kernel partial least squares regression for relating functional brain network topology to clinical measures of behavior.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Bayesian covariate selection in mixed-effects models for longitudinal shape analysis.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Image registration and segmentation in longitudinal MRI using temporal appearance modeling.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Bayesian principal geodesic analysis for estimating intrinsic diffeomorphic image variability.
Medical Image Anal., 2015

A transformation similarity constraint for groupwise nonlinear registration in longitudinal neuroimaging studies.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

A Hierarchical Bayesian Model for Multi-Site Diffeomorphic Image Atlases.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Finite-Dimensional Lie Algebras for Fast Diffeomorphic Image Registration.
Proceedings of the Information Processing in Medical Imaging, 2015

A Riemannian Framework for Intrinsic Comparison of Closed Genus-Zero Shapes.
Proceedings of the Information Processing in Medical Imaging, 2015

Simultaneous Longitudinal Registration with Group-Wise Similarity Prior.
Proceedings of the Information Processing in Medical Imaging, 2015

2014
A functional network estimation method of resting-state fMRI using a hierarchical Markov random field.
NeuroImage, 2014

Quantifying anatomical shape variations in neurological disorders.
Medical Image Anal., 2014

Improved segmentation of white matter tracts with adaptive Riemannian metrics.
Medical Image Anal., 2014

Intrinsic Polynomials for Regression on Riemannian Manifolds.
J. Math. Imaging Vis., 2014

Bayesian Principal Geodesic Analysis in Diffeomorphic Image Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Hierarchical Bayesian Modeling, Estimation, and Sampling for Multigroup Shape Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Subject-Specific Prediction Using Nonlinear Population Modeling: Application to Early Brain Maturation from DTI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Diffeomorphic Shape Trajectories for Improved Longitudinal Segmentation and Statistics.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

4D active cut: An interactive tool for pathological anatomy modeling.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

An efficient parallel algorithm for hierarchical geodesic models in diffeomorphisms.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Parametric regression scheme for distributions: Analysis of DTI fiber tract diffusion changes in early brain development.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Regional characterization of longitudinal DT-MRI to study white matter maturation of the early developing brain.
NeuroImage, 2013

Geodesic Regression and the Theory of Least Squares on Riemannian Manifolds.
Int. J. Comput. Vis., 2013

Probabilistic Principal Geodesic Analysis.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

A vector momenta formulation of diffeomorphisms for improved geodesic regression and atlas construction.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Spatiotemporal modeling of distribution-valued data applied to DTI tract evolution in infant neurodevelopment.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Multivariate modeling of longitudinal MRI in early brain development with confidence measures.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Model Selection and Estimation of Multi-compartment Models in Diffusion MRI with a Rician Noise Model.
Proceedings of the Information Processing in Medical Imaging, 2013

Bayesian Estimation of Regularization and Atlas Building in Diffeomorphic Image Registration.
Proceedings of the Information Processing in Medical Imaging, 2013

A Hierarchical Geodesic Model for Diffeomorphic Longitudinal Shape Analysis.
Proceedings of the Information Processing in Medical Imaging, 2013

Joint Fractional Segmentation and Multi-tensor Estimation in Diffusion MRI.
Proceedings of the Information Processing in Medical Imaging, 2013

Adaptive Sparsity in Gaussian Graphical Models.
Proceedings of the 30th International Conference on Machine Learning, 2013

Discrete Geodesic Regression in Shape Space.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2013

Geodesic Regression and Its Application to Shape Analysis.
Proceedings of the Innovations for Shape Analysis, Models and Algorithms, 2013

2012
Hierarchical Graphical Models for
CoRR, 2012

Genetic, Structural and Functional Imaging Biomarkers for Early Detection of Conversion from MCI to AD.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Group Analysis of Resting-State fMRI by Hierarchical Markov Random Fields.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Mixed-Effects Shape Models for Estimating Longitudinal Changes in Anatomy.
Proceedings of the Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, 2012

Statistical growth modeling of longitudinal DT-MRI for regional characterization of early brain development.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Polynomial Regression on Riemannian Manifolds.
Proceedings of the Computer Vision - ECCV 2012, 2012

Sasaki metrics for analysis of longitudinal data on manifolds.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Horoball Hulls and Extents in Positive Definite Space.
Proceedings of the Algorithms and Data Structures - 12th International Symposium, 2011

Monte Carlo Expectation Maximization with Hidden Markov Models to Detect Functional Networks in Resting-State fMRI.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

Adaptive Riemannian Metrics for Improved Geodesic Tracking of White Matter.
Proceedings of the Information Processing in Medical Imaging, 2011

2010
Microstructural connectivity of the arcuate fasciculus in adolescents with high-functioning autism.
NeuroImage, 2010

Manifold modeling for brain population analysis.
Medical Image Anal., 2010

Population Shape Regression from Random Design Data.
Int. J. Comput. Vis., 2010

Multivariate Statistical Analysis of Deformation Momenta Relating Anatomical Shape to Neuropsychological Measures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Spatial Regularization of Functional Connectivity Using High-Dimensional Markov Random Fields.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009
Group analysis of DTI fiber tract statistics with application to neurodevelopment.
NeuroImage, 2009

The geometric median on Riemannian manifolds with application to robust atlas estimation.
NeuroImage, 2009

Axon tracking in serial block-face scanning electron microscopy.
Medical Image Anal., 2009

Computing Hulls And Centerpoints In Positive Definite Space
CoRR, 2009

Particle Based Shape Regression of Open Surfaces with Applications to Developmental Neuroimaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

A Variational Image-Based Approach to the Correction of Susceptibility Artifacts in the Alignment of Diffusion Weighted and Structural MRI.
Proceedings of the Information Processing in Medical Imaging, 2009

Cortical Correspondence with Probabilistic Fiber Connectivity.
Proceedings of the Information Processing in Medical Imaging, 2009

4D MAP Image Reconstruction Incorporating Organ Motion.
Proceedings of the Information Processing in Medical Imaging, 2009

Fast Parallel Unbiased Diffeomorphic Atlas Construction on Multi-Graphics Processing Units.
Proceedings of the 9th Eurographics Symposium on Parallel Graphics and Visualization, 2009

2008
Automatic shape model building based on principal geodesic analysis bootstrapping.
Medical Image Anal., 2008

Group Statistics of DTI Fiber Bundles Using Spatial Functions of Tensor Measures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Particle-Based Shape Analysis of Multi-object Complexes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Cortical correspondence using entropy-based particle systems and local features.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

A shape analysis framework for small animal phenotyping with application to mice with a targeted disruption of Hoxd11.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Robust statistics on Riemannian manifolds via the geometric median.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Statistical Applications with Deformable M-Reps.
Proceedings of the Medial Representations, 2008

Synthesis, Deformation, and Statistics of 3D Objects via M-Reps.
Proceedings of the Medial Representations, 2008

2007
Interactive Visualization of Volumetric White Matter Connectivity in DT-MRI Using a Parallel-Hardware Hamilton-Jacobi Solver.
IEEE Trans. Vis. Comput. Graph., 2007

Riemannian geometry for the statistical analysis of diffusion tensor data.
Signal Process., 2007

Quantification of Measurement Error in DTI: Theoretical Predictions and Validation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

A Volumetric Approach to Quantifying Region-to-Region White Matter Connectivity in Diffusion Tensor MRI.
Proceedings of the Information Processing in Medical Imaging, 2007

Quantifying Metabolic Asymmetry Modulo Structure in Alzheimer's Disease.
Proceedings of the Information Processing in Medical Imaging, 2007

Shape Modeling and Analysis with Entropy-Based Particle Systems.
Proceedings of the Information Processing in Medical Imaging, 2007

2006
Fiber tract-oriented statistics for quantitative diffusion tensor MRI analysis.
Medical Image Anal., 2006

Rician Noise Removal in Diffusion Tensor MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Statistics of Pose and Shape in Multi-object Complexes Using Principal Geodesic Analysis.
Proceedings of the Medical Imaging and Augmented Reality, 2006

Statistics of populations of images and its embedded objects: driving applications in neuroimaging.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Shape Variation of Medial Axis Representations via Principal Geodesic Analysis on Symmetric Spaces.
Proceedings of the Statistics and Analysis of Shapes, 2006

2005
Fiber Tract-Oriented Statistics for Quantitative Diffusion Tensor MRI Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

2004
Principal geodesic analysis for the study of nonlinear statistics of shape.
IEEE Trans. Medical Imaging, 2004

Prostate Shape Modeling Based on Principal Geodesic Analysis Bootstrapping.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Principal Geodesic Analysis on Symmetric Spaces: Statistics of Diffusion Tensors.
Proceedings of the Computer Vision and Mathematical Methods in Medical and Biomedical Image Analysis, 2004

2003
Continuous medial representations for geometric object modeling in 2D and 3D.
Image Vis. Comput., 2003

Object models in multiscale intrinsic coordinates via m-reps.
Image Vis. Comput., 2003

Deformable M-Reps for 3D Medical Image Segmentation.
Int. J. Comput. Vis., 2003

Gaussian Distributions on Lie Groups and Their Application to Statistical Shape Analysis.
Proceedings of the Information Processing in Medical Imaging, 2003

Statistics of Shape via Principal Geodesic Analysis on Lie Groups.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Multi-scale Deformable Model Segmentation and Statistical Shape Analysis Using Medial Descriptions.
IEEE Trans. Medical Imaging, 2002

Deformable m-rep segmentation of object complexes.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001
Segmentation of Single-Figure Objects by Deformable M-reps.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Multi-scale 3-D Deformable Model Segmentation Based on Medial Description.
Proceedings of the Information Processing in Medical Imaging, 2001

1999
Tool Support for Production Use of Formal Techniques.
Proceedings of the FM'99 - Formal Methods, 1999


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