Martin Styner
Orcid: 0000-0002-8747-5118Affiliations:
- University of North Carolina at Chapel Hill, Department of Computer Science
According to our database1,
Martin Styner
authored at least 230 papers
between 1999 and 2024.
Collaborative distances:
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on orcid.org
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on cs.unc.edu
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Bibliography
2024
Understanding Brain Dynamics Through Neural Koopman Operator with Structure-Function Coupling.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
2023
J. Math. Imaging Vis., June, 2023
Medical Image Anal., 2023
Dmriprep: open-source diffusion MRI quality control framework with graphical user interface.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
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
Proceedings of the Shape in Medical Imaging - International Workshop, 2023
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
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
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
Medical Image Anal., 2021
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 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
Merging and Annotating Teeth and Roots from Automated Segmentation of Multimodal Images.
Proceedings of the Multimodal Learning for Clinical Decision Support, 2021
Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021
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
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 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
Proceedings of the Shape in Medical Imaging - International Workshop, 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
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
NeuroImage, 2019
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
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
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, San Diego, 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
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019
2018
IEEE Trans. Medical Imaging, 2018
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
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Proceedings of the Shape in Medical Imaging, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
NeuroImage, 2017
Proceedings of the Medical Imaging 2017: Image Processing, 2017
Proceedings of the Medical Imaging 2017: Image Processing, 2017
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
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
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
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017
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
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
Proceedings of the Information Processing in Medical Imaging, 2017
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
NeuroImage, 2016
Medical Image Anal., 2016
Comput. Vis. Image Underst., 2016
Int. J. Comput. Assist. Radiol. Surg., 2016
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
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
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
2015
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
NeuroImage, 2015
NeuroImage, 2015
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
Proceedings of the Medical Imaging 2015: Image Processing, 2015
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
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
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
NeuroImage, 2014
Multi-atlas segmentation of subcortical brain structures via the AutoSeg software pipeline.
Frontiers Neuroinformatics, 2014
Frontiers Neuroinformatics, 2014
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
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
2013
IEEE Trans. Medical Imaging, 2013
NeuroImage, 2013
Multiscale adaptive generalized estimating equations for longitudinal neuroimaging data.
NeuroImage, 2013
NeuroImage, 2013
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
Proceedings of the Medical Imaging 2013: Image Processing, 2013
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
Semiparametric Bayesian local functional models for diffusion tensor tract statistics.
NeuroImage, 2012
NeuroImage, 2012
Int. J. Comput. Vis., 2012
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
IEEE Trans. Biomed. Eng., 2011
NeuroImage, 2011
Clinical application of SPHARM-PDM to quantify temporomandibular joint osteoarthritis.
Comput. Medical Imaging Graph., 2011
Int. J. Comput. Assist. Radiol. Surg., 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
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
Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
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
IEEE Trans. Medical Imaging, 2010
IEEE Trans. Pattern Anal. Mach. Intell., 2010
Shape analysis of the neostriatum in frontotemporal lobar degeneration, Alzheimer's disease, and controls.
NeuroImage, 2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010
2009
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
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
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
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
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
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
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
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
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the Information Processing in Medical Imaging, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
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
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
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
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
2004
Medical Image Anal., 2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Imaging 2004: Visualization, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
Medical Image Anal., 2003
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
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
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
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
2001
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Proceedings of the Information Processing in Medical Imaging, 2001
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
2000
IEEE Trans. Medical Imaging, 2000
1999
Proceedings of the Information Processing in Medical Imaging, 1999