Martin Styner

Orcid: 0000-0002-8747-5118

Affiliations:
  • University of North Carolina at Chapel Hill, Department of Computer Science


According to our database1, Martin Styner authored at least 228 papers between 1999 and 2023.

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Bibliography

2023
Analysis of Joint Shape Variation from Multi-Object Complexes.
J. Math. Imaging Vis., June, 2023

Optimal transport features for morphometric population analysis.
Medical Image Anal., 2023

Anomaly Detection via Gumbel Noise Score Matching.
CoRR, 2023

Dmriprep: open-source diffusion MRI quality control framework with graphical user interface.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

SlicerSALT: From Medical Images to Quantitative Insights of Anatomy.
Proceedings of the Shape in Medical Imaging - International Workshop, 2023

DeepGraphDMD: Interpretable Spatio-Temporal Decomposition of Non-linear Functional Brain Network Dynamics.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

IcoConv: Explainable Brain Cortical Surface Analysis for ASD Classification.
Proceedings of the Shape in Medical Imaging - International Workshop, 2023

Harmonization Benchmarking Tool for Neuroimaging Datasets.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Dentalmodelseg: Fully Automated Segmentation of Upper and Lower 3D Intra-Oral Surfaces.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022
Group-Wise Hub Identification by Learning Common Graph Embeddings on Grassmannian Manifold.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Characterizing the propagation pathway of neuropathological events of Alzheimer's disease using harmonic wavelet analysis.
Medical Image Anal., 2022

Multi-view Attention for gestational age at birth prediction.
CoRR, 2022

Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Strategies for Contrast-agnostic Segmentation via SynthSeg for Infant MRI data.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

CONTINUITY: CONnectivity Tool with INtegration of sUbcortical regions, regIstration and visualization of TractographY.
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

Local extraction of extra-axial CSF from structural MRI.
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

2021
Learning Common Harmonic Waves on Stiefel Manifold - A New Mathematical Approach for Brain Network Analyses.
IEEE Trans. Medical Imaging, 2021

Joint hub identification for brain networks by multivariate graph inference.
Medical Image Anal., 2021

Non-Euclidean Analysis of Joint Variations in Multi-Object Shapes.
CoRR, 2021


Learning the Latent Heat Diffusion Process through Structural Brain Network from Longitudinal β-Amyloid Data.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021


Extra axial cerebrospinal fluid volume and a diagnosis of Alzheimer's disease.
Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021


Discovering Spreading Pathways of Neuropathological Events in Alzheimer's Disease Using Harmonic Wavelets.
Proceedings of the Information Processing in Medical Imaging, 2021

Multiscale Score Matching for Out-of-Distribution Detection.
Proceedings of the 9th International Conference on Learning Representations, 2021



2020
Sex differences associated with corpus callosum development in human infants: A longitudinal multimodal imaging study.
NeuroImage, 2020

Personalized connectome fingerprints: Their importance in cognition from childhood to adult years.
NeuroImage, 2020

Multi-modal Perceptual Adversarial Learning for Longitudinal Prediction of Infant MR Images.
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020

Hierarchical Geodesic Modeling on the Diffusion Orientation Distribution Function for Longitudinal DW-MRI Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020


3D Slicer Craniomaxillofacial Modules Support Patient-Specific Decision-Making for Personalized Healthcare in Dental Research.
Proceedings of the Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures, 2020

Automatic measurement of extra-axial CSF from infant MRI data.
Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

Characterizing the Propagation Pattern of Neurodegeneration in Alzheimer's Disease by Longitudinal Network Analysis.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
Maternal Interleukin-6 concentration during pregnancy is associated with variation in frontolimbic white matter and cognitive development in early life.
NeuroImage, 2019

The UNC/UMN Baby Connectome Project (BCP): An overview of the study design and protocol development.
NeuroImage, 2019

Disentangling the effects of early caregiving experience and heritable factors on brain white matter development in rhesus monkeys.
NeuroImage, 2019

White matter connectomes at birth accurately predict cognitive abilities at age 2.
NeuroImage, 2019

Hierarchical spherical deformation for cortical surface registration.
Medical Image Anal., 2019

Accurate Automatic Segmentation of Amygdala Subnuclei and Modeling of Uncertainty via Bayesian Fully Convolutional Neural Network.
CoRR, 2019

Model selection for spatiotemporal modeling of early childhood sub-cortical development.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

Joint Identification of Network Hub Nodes by Multivariate Graph Inference.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Constructing Consistent Longitudinal Brain Networks by Group-Wise Graph Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Semi-supervised VAE-GAN for Out-of-Sample Detection Applied to MRI Quality Control.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Harmonization and Targeted Feature Dropout for Generalized Segmentation: Application to Multi-site Traumatic Brain Injury Images.
Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019

Hierarchical Multi-geodesic Model for Longitudinal Analysis of Temporal Trajectories of Anatomical Shape and Covariates.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Spatiotemporal Modeling for Image Time Series with Appearance Change: Application to Early Brain Development.
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019

Shape variation analyzer: a classifier for temporomandibular joint damaged by osteoarthritis.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Multiseg pipeline: automatic tissue segmentation of brain MR images with subject-specific atlases.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

A web-based system for statistical shape analysis in temporomandibular joint osteoarthritis.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

Conformal initialization for shape analysis applications in SlicerSALT.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

2018
Skeletal Shape Correspondence Through Entropy.
IEEE Trans. Medical Imaging, 2018

TRACE: A Topological Graph Representation for Automatic Sulcal Curve Extraction.
IEEE Trans. Medical Imaging, 2018

A cortical shape-adaptive approach to local gyrification index.
Medical Image Anal., 2018

A web-based system for neural network based classification in temporomandibular joint osteoarthritis.
Comput. Medical Imaging Graph., 2018

A novel framework for the local extraction of extra-axial cerebrospinal fluid from MR brain images.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Group-wise shape correspondence of variable and complex objects.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

TRAFIC: fiber tract classification using deep learning.
Proceedings of the Medical Imaging 2018: Image Processing, 2018


Hierarchical Spherical Deformation for Shape Correspondence.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Exploratory Population Analysis with Unbalanced Optimal Transport.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

SVA: shape variation analyzer.
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

Non-Euclidean, convolutional learning on cortical brain surfaces.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Quicksilver: Fast predictive image registration - A deep learning approach.
NeuroImage, 2017

Large deep neural networks for MS lesion segmentation.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

A segmentation editing framework based on shape change statistics.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

White matter fiber-based analysis of T1w/T2w ratio map.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

Identifying Subnetwork Fingerprints in Structural Connectomes: A Data-Driven Approach.
Proceedings of the Connectomics in NeuroImaging - First International Workshop, 2017

Novel Local Shape-Adaptive Gyrification Index with Application to Brain Development.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

CIVILITY: cloud based interactive visualization of tractography brain connectome.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017

Federating heterogeneous datasets to enhance data sharing and experiment reproducibility.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017

Diagnostic index: an open-source tool to classify TMJ OA condyles.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017

Brain structure in sagittal craniosynostosis.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017

FADTTSter: accelerating hypothesis testing with functional analysis of diffusion tensor tract statistics.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017

Fast predictive multimodal image registration.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

HFPRM: Hierarchical Functional Principal Regression Model for Diffusion Tensor Image Bundle Statistics.
Proceedings of the Information Processing in Medical Imaging, 2017

Conditional Local Distance Correlation for Manifold-Valued Data.
Proceedings of the Information Processing in Medical Imaging, 2017

Regression Uncertainty on the Grassmannian.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016
Development of cortical shape in the human brain from 6 to 24 months of age via a novel measure of shape complexity.
NeuroImage, 2016

STGP: Spatio-temporal Gaussian process models for longitudinal neuroimaging data.
NeuroImage, 2016

Non-Euclidean classification of medically imaged objects via s-reps.
Medical Image Anal., 2016

Entropy-based correspondence improvement of interpolated skeletal models.
Comput. Vis. Image Underst., 2016

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

Autotract: automatic cleaning and tracking of fibers.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Multi-object model-based multi-atlas segmentation for rodent brains using dense discrete correspondences.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Enhanced cortical thickness measurements for rodent brains via Lagrangian-based RK4 streamline computation.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Identifying Relationships in Functional and Structural Connectome Data Using a Hypergraph Learning Method.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

A framework for incorporating DTI Atlas Builder registration into tract-based spatial statistics and a simulated comparison to standard TBSS.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016

Cortical surface shape assessment via sulcal/gyral curve-based gyrification index.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Compressive sensing based Q-space resampling for handling fast bulk motion in hardi acquisitions.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Registration of Developmental Image Sequences with Missing Data.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
Fitting Skeletal Object Models Using Spherical Harmonics Based Template Warping.
IEEE Signal Process. Lett., 2015

Evaluation of machine learning algorithms for treatment outcome prediction in patients with epilepsy based on structural connectome data.
NeuroImage, 2015

Quantitative tract-based white matter heritability in twin neonates.
NeuroImage, 2015

A diffusion tensor MRI atlas of the postmortem rhesus macaque brain.
NeuroImage, 2015

Skeletal shape correspondence via entropy minimization.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

LOGISMOS-B for primates: primate cortical surface reconstruction and thickness measurement.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Automatic sulcal curve extraction on the human cortical surface.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Shape index distribution based local surface complexity applied to the human cortex.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Automatic tissue segmentation of neonate brain MR Images with subject-specific atlases.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Diagnostic index of 3D osteoarthritic changes in TMJ condylar morphology.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Validation of TMJ osteoarthritis synthetic defect database via non-rigid registration.
Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015

Early postnatal myelin content estimate of white matter via T1w/T2w ratio.
Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015

2014
FMEM: Functional mixed effects modeling for the analysis of longitudinal white matter Tract data.
NeuroImage, 2014

SGPP: spatial Gaussian predictive process models for neuroimaging data.
NeuroImage, 2014

Multi-atlas segmentation of subcortical brain structures via the AutoSeg software pipeline.
Frontiers Neuroinformatics, 2014

DTIPrep: quality control of diffusion-weighted images.
Frontiers Neuroinformatics, 2014

Multi-atlas segmentation with particle-based group-wise image registration.
Proceedings of the Medical Imaging 2014: Image Processing, 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

A joint framework for 4D segmentation and estimation of smooth temporal appearance changes.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

A preliminary study on the effect of motion correction on HARDI reconstruction.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Longitudinal Image Registration With Temporally-Dependent Image Similarity Measure.
IEEE Trans. Medical Imaging, 2013

Associations between white matter microstructure and infants' working memory.
NeuroImage, 2013

Multiscale adaptive generalized estimating equations for longitudinal neuroimaging data.
NeuroImage, 2013

Diffusion imaging quality control via entropy of principal direction distribution.
NeuroImage, 2013

UNC-Utah NA-MIC framework for DTI fiber tract analysis.
Frontiers Neuroinformatics, 2013

A midas plugin to enable construction of reproducible web-based image processing pipelines.
Frontiers Neuroinformatics, 2013

A computerized MRI biomarker quantification scheme for a canine model of Duchenne muscular dystrophy.
Int. J. Comput. Assist. Radiol. Surg., 2013

UNC-Utah NA-MIC DTI framework: atlas based fiber tract analysis with application to a study of nicotine smoking addiction.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Software-based diffusion MR human brain phantom for evaluating fiber-tracking algorithms.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Cortical correspondence via sulcal curve-constrained spherical registration with application to Macaque studies.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Fiber feature map based landmark initialization for highly deformable DTI registration.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

DTI quality control assessment via error estimation from Monte Carlo simulations.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Particle-Guided Image Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Geodesic Distances to Landmarks for Dense Correspondence on Ensembles of Complex Shapes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 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

A Longitudinal Functional Analysis Framework for Analysis of White Matter Tract Statistics.
Proceedings of the Information Processing in Medical Imaging, 2013

Group-Wise Cortical Correspondence via Sulcal Curve-Constrained Entropy Minimization.
Proceedings of the Information Processing in Medical Imaging, 2013

2012
TwinMARM: Two-Stage Multiscale Adaptive Regression Methods for Twin Neuroimaging Data.
IEEE Trans. Medical Imaging, 2012

Asymmetric bias in user guided segmentations of brain structures.
NeuroImage, 2012

Semiparametric Bayesian local functional models for diffusion tensor tract statistics.
NeuroImage, 2012

Quantitative tract-based white matter development from birth to age 2 years.
NeuroImage, 2012

Pre-organizing Shape Instances for Landmark-Based Shape Correspondence.
Int. J. Comput. Vis., 2012

Simple Geodesic Regression for Image Time-Series.
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

3D Tensor Normalization for Improved Accuracy in DTI Tensor Registration Methods.
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

Temporally-Dependent Image Similarity Measure for Longitudinal Analysis.
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

Metamorphic Geodesic Regression.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Longitudinal Image Registration with Non-uniform Appearance Change.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Multi-contrast diffusion tensor image registration with structural MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Entropy based DTI quality control via regional orientation distribution.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Information Filtering for Ultrasound-Based Real-Time Registration.
IEEE Trans. Biomed. Eng., 2011

FADTTS: Functional analysis of diffusion tensor tract statistics.
NeuroImage, 2011

DTI registration in atlas based fiber analysis of infantile Krabbe disease.
NeuroImage, 2011

Clinical application of SPHARM-PDM to quantify temporomandibular joint osteoarthritis.
Comput. Medical Imaging Graph., 2011

Outcome quantification using SPHARM-PDM toolbox in orthognathic surgery.
Int. J. Comput. Assist. Radiol. Surg., 2011

Group-wise automatic mesh-based analysis of cortical thickness.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Automatic skull-stripping of rat MRI/DTI scans and atlas building.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Automatic cortical thickness analysis on rodent brain.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Efficient, graph-based white matter connectivity from orientation distribution functions via multi-directional graph propagation.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Two-Stage Multiscale Adaptive Regression Methods for Twin Neuroimaging Data.
Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011

Geometric Correspondence for Ensembles of Nonregular Shapes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Mandibular asymmetry characterization using generalized tensor-based morphometry.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Spatial intensity prior correction for tissue segmentation in the developing human brain.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010
FRATS: Functional Regression Analysis of DTI Tract Statistics.
IEEE Trans. Medical Imaging, 2010

Multi-Object Analysis of Volume, Pose, and Shape Using Statistical Discrimination.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Shape analysis of the neostriatum in frontotemporal lobar degeneration, Alzheimer's disease, and controls.
NeuroImage, 2010

Automatic bone segmentation and alignment from MR knee images.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Changes of MR and DTI appearance in early human brain development.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Evaluation of DTI property maps as basis of DTI atlas building.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Multivariate Varying Coefficient Models for DTI Tract Statistics.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

DTI Connectivity by Segmentation.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010

2009
Comparison and Evaluation of Methods for Liver Segmentation From CT Datasets.
IEEE Trans. Medical Imaging, 2009

A comparison of automated segmentation and manual tracing for quantifying hippocampal and amygdala volumes.
NeuroImage, 2009

Rebuttal to Hasan and Pedraza in comments and controversies: "Improving the reliability of manual and automated methods for hippocampal and amygdala volume measurements".
NeuroImage, 2009

Standardized evaluation methodology and reference database for evaluating coronary artery centerline extraction algorithms.
Medical Image Anal., 2009

Evaluation of atlas based mouse brain segmentation.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Intrinsic Regression Models for Manifold-Valued Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Voxel-Wise Group Analysis of DTI.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

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

2008
Multivariate longitudinal statistics for neonatal-pediatric brain tissue development.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Automatic regional analysis of DTI properties in the developmental macaque brain.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Assessment of Reliability of Multi-site Neuroimaging Via Traveling Phantom Study.
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

Kalman Filtering for Frame-by-Frame CT to Ultrasound Rigid Registration.
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008

Minimum description length with local geometry.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Support vector machine for data on manifolds: An application to image analysis.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

A method for frame-by-frame us to CT registration in a joint calibration and registration framework.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 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

Multivariate nonlinear mixed model to analyze longitudinal image data: MRI study of early brain development.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

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

2007
Accurate and Robust Reconstruction of a Surface Model of the Proximal Femur From Sparse-Point Data and a Dense-Point Distribution Model for Surgical Navigation.
IEEE Trans. Biomed. Eng., 2007

Statistical deformable bone models for robust 3D surface extrapolation from sparse data.
Medical Image Anal., 2007

Asymmetric bias in user guided segmentations of brain structures.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Statistical group differences in anatomical shape analysis using Hotelling T2 metric.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Automatic brain segmentation in rhesus monkeys.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Subcortical structure segmentation using probabilistic atlas priors.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Discrimination analysis using multi-object statistics of shape and pose.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

ROI Constrained Statistical Surface Morphometry.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Dynamic Registration Using Ultrasound for Anatomical Referencing.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Correspondence Evaluation in Local Shape Analysis and Structural Subdivision.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Statistical Shape Analysis of Brain Structures Using Spherical Wavelets.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

3d Morphometric Changes 1 Year after Jaw Surgery.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

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

Statistical Shape Analysis of Multi-Object Complexes.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Assessing the feasibility of ultrasound-initialized deformable bone models.
Proceedings of the Medical Imaging 2006: Visualization, 2006

Reconstruction of Patient-Specific 3D Bone Surface from 2D Calibrated Fluoroscopic Images and Point Distribution Model.
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

Group mean differences of voxel and surface objects via nonlinear averaging.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Closed and open source neuroimage analysis tools and libraries at UNC.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 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

2005
A novel and stable approach to anatomical structure morphing for enhanced intraoperative 3D visualization.
Proceedings of the Medical Imaging 2005: Visualization, 2005

Corpus Callosum Subdivision Based on a Probabilistic Model of Inter-hemispheric Connectivity.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Computer-Assisted Ankle Joint Arthroplasty Using Bio-engineered Autografts.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

2004
Boundary and medial shape analysis of the hippocampus in schizophrenia.
Medical Image Anal., 2004

Efficient segmentation of 3D fluoroscopic datasets from mobile C-arm.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Correction scheme for multiple correlated statistical tests in local shape analysis.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

New method to assess the registration of CT-MR images of the head.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Bone morphing with statistical shape models for enhanced visualization.
Proceedings of the Medical Imaging 2004: Visualization, 2004

A Novel Approach to Anatomical Structure Morphing for Intraoperative Visualization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Bone Model Morphing for Enhanced Surgical Visualization.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Statistical Surface-Based Morphometry Using a Non-Parametric Approach.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003
Statistical shape analysis of neuroanatomical structures based on medial models.
Medical Image Anal., 2003

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

Automatic and Robust Computation of 3D Medial Models Incorporating Object Variability.
Int. J. Comput. Vis., 2003

Caudate Shape Discrimination in Schizophrenia Using Template-Free Non-parametric Tests.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Boundary and Medial Shape Analysis of the Hippocampus in Schizophrenia.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Age and Treatment Related Local Hippocampal Changes in Schizophrenia Explained by a Novel Shape Analysis Method.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Evaluation of 3D Correspondence Methods for Model Building.
Proceedings of the Information Processing in Medical Imaging, 2003

2002
Multisite validation of image analysis methods: assessing intra- and intersite variability.
Proceedings of the Medical Imaging 2002: Image Processing, 2002

Statistical shape models for segmentation and structural analysis.
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

Shape versus Size: Improved Understanding of the Morphology of Brain Structures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Medial Models Incorporating Object Variability for 3D Shape Analysis.
Proceedings of the Information Processing in Medical Imaging, 2001

Three-Dimensional Medial Shape Representation Incorporating Object Variability.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Parametric Estimate of Intensity Inhomogeneities Applied to MRI.
IEEE Trans. Medical Imaging, 2000

1999
Brain Morphometry by Distance Measurement in a Non-Euclidean, Curvilinear Space.
Proceedings of the Information Processing in Medical Imaging, 1999


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