M. Styner

Martin Styner, Sarang C. Joshi, Kumar T. Rajamani, 2004, 2004 2nd IEEE International Symposium on Biomedical Imaging: Nano to Macro (IEEE Cat No. 04EX821).

A comparison study assessing the feasibility of ultrasound-initialized deformable bone models

Martin Styner, Jens Kowal, Miguel Ángel González Ballester, 2005 .

Increased Extra-axial Cerebrospinal Fluid in High-Risk Infants Who Later Develop Autism

Guido Gerig, Robert T. Schultz, C. Chappell, 2017, Biological Psychiatry.

Neural circuitry at age 6 months associated with later repetitive behavior and sensory responsiveness in autism

Guido Gerig, Robert T. Schultz, Alan C. Evans, 2017, Molecular Autism.

White Matter Heritability Using Diffusion Tensor Imaging in Neonatal Brains

Martin Styner, Weili Lin, Xiujuan Geng, 2012, Twin Research and Human Genetics.

The degree to which genes and environment generate individual differences in early brain development is of fundamental importance in understanding developmental trajectories during childhood , and may help the early identification and prevention of various neurodevelopmental disorders

M. Styner, J. Gilmore, Weili Lin, 2012 .

Projection Regression Models for Multivariate Imaging Phenotype

Martin Styner, Hongtu Zhu, Joseph G Ibrahim, 2012, Genetic epidemiology.

The Translational Role of Diffusion Tensor Image Analysis in Animal Models of Developmental Pathologies

Martin Styner, Ipek Oguz, M. Styner, 2012, Developmental Neuroscience.

Intrinsic Regression Models for Medial Representation of Subcortical Structures

J. Lieberman, J. Ibrahim, M. Styner, 2012, Journal of the American Statistical Association.

Neuronal network architecture and temporal lobe epilepsy: A connectome-based and machine learning study

M. Styner, D. Shen, Guorong Wu, 2016 .

Transgenic rhesus monkeys carrying the human MCPH1 gene copies show human-like neoteny of brain development

M. Styner, Yundi Shi, Qiang Lin, 2019, National science review.

Early postnatal myelin content estimate of white matter via T1w/T2w ratio

Martin Styner, John H. Gilmore, Jerod Rasmussen, 2015, Medical Imaging.

Orthodontic and Orthognathic Surgery Planning Using CBCT

M. Styner, L. Cevidanes, B. Paniagua, 2016 .

Shape analysis of the neostriatum in subtypes of frontotemporal lobar degeneration: Neuroanatomically significant regional morphologic change

M. Niethammer, M. Styner, L. Wahlund, 2011, Psychiatry Research: Neuroimaging.

Exposure to severe urban air pollution influences cognitive outcomes, brain volume and systemic inflammation in clinically healthy children

M. Styner, R. Engle, L. Calderón-Garcidueñas, 2011, Brain and Cognition.

Morphometric analysis of subcortical structures in progressive supranuclear palsy: In vivo evidence of neostriatal and mesencephalic atrophy

M. Styner, C. Nilsson, M. Walterfang, 2011, Psychiatry Research: Neuroimaging.

Entropy based DTI quality control via regional orientation distribution

Martin Styner, Aditya Gupta, Mahshid Farzinfar, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Brain Morphometry by Distance Measurement in a Non-Euclidean, Curvilinear Space

Martin Styner, Guido Gerig, Thomas Coradi, 1999, IPMI.

White matter hyperintensities, systemic inflammation, brain growth, and cognitive functions in children exposed to air pollution.

M. Styner, Hongtu Zhu, L. Calderón-Garcidueñas, 2012, Journal of Alzheimer's disease : JAD.

Decreased Axon Caliber Underlies Loss of Fiber Tract Integrity, Disproportional Reductions in White Matter Volume, and Microcephaly in Angelman Syndrome Model Mice

R. Weinberg, M. Styner, B. Philpot, 2017, The Journal of Neuroscience.

Automatic Segmentation of Mandibular Ramus and Condyles

Martin Styner, Beatriz Paniagua, Jonathan Gryak, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Robust model-based transformation and averaging of diffusion weighted images – applied to diffusion weighted atlas construction

M. Niethammer, M. Styner, Yundi Shi, 2010 .

Prenatal isolated mild ventriculomegaly is associated with persistent ventricle enlargement at ages 1 and 2.

Martin Styner, Guido Gerig, Weili Lin, 2012, Early human development.

Active Shape Models Integrating Robust Edge Identification and Statistical Shape Models

M. Styner, H. Hazlett, B. Munsell, 2007 .

Twin-Singleton Differences in Neonatal Brain Structure

Martin Styner, Guido Gerig, Weili Lin, 2011, Twin Research and Human Genetics.

CONDYLAR RESORPTION IN PATIENTS WITH TMD.

M. Styner, P. Lim, L. Cevidanes, 2009, Craniofacial growth series.

Prenatal and Neonatal Brain Structure and White Matter Maturation in Children at High Risk for Schizophrenia AJP in Advance

Martin Styner, Guido Gerig, Weili Lin, 2010 .

Multivariate Longitudinal Shape Analysis of Human Lateral Ventricles during the First Twenty-Four Months of Life

Dinggang Shen, Martin Styner, Hongtu Zhu, 2014, PloS one.

CONTINUITY: CONnectivity Tool with INtegration of sUbcortical regions, regIstration and visualization of TractographY

M. Styner, Guorong Wu, Juan Carlos Prieto, 2022, Medical Imaging.

Tractography-based segmentation of the corpus callosum reveals a reduced relationship to cortical white matter volume in young children with developmental delay

J. Piven, M. Styner, G. Gerig, 2006 .

Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis

M. Styner, G. Gerig, K. Botteron, 2022, ArXiv.

A novel maturation index based on neonatal diffusion tensor imaging reflects typical perinatal white matter development in humans

M. Styner, J. Gilmore, F. Kruggel, 2017, International Journal of Developmental Neuroscience.

Comparison of Actual Surgical Outcomes and 3D Surgical Simulations

M. Styner, M. Reyes, W. Proffit, 2010 .

Functional Connectivity Magnetic Resonance Imaging Reveals Cortical Functional Connectivity in the Developing Brain

J. K. Smith, M. Styner, J. Gilmore, 2008 .

Shape analysis of the hippocampus in Alzheimer ’ s disease and subtypes of frontotemporal lobar degeneration

M. Styner, O. Lindberg, M. Walterfang, 2016 .

Brain structure in sagittal craniosynostosis

Martin Styner, John H. Gilmore, Beatriz Paniagua, 2017, Medical Imaging.

Advances in radiologic image analysis from MICCAI 2005.

M. Styner, L. Staib, 2006, Academic radiology.

Adolescent binge drinking alters adult brain neurotransmitter gene expression, behavior, brain regional volumes, and neurochemistry in mice.

M. Styner, F. Crews, Joohwi Lee, 2011, Alcoholism, clinical and experimental research.

Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis

M. Styner, G. Gerig, K. Botteron, 2022, ArXiv.

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

Martin Styner, Robert T. Schultz, Kelly N. Botteron, 2020, NeuroImage.

Optimal Transport Features for Morphometric Population Analysis

Stephen R. Dager, J. Piven, M. Niethammer, 2022, Medical Image Anal..

A new method to assess the registration accuracy of CT-MR images of the head

M. Styner, Jubei Liu, M. Caversaccio, 2004 .

Group-Wise Hub Identification by Learning Common Graph Embeddings on Grassmannian Manifold

M. Styner, Guorong Wu, Minjeong Kim, 2021, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Maternal Cortisol Concentrations During Pregnancy and Sex-Specific Associations With Neonatal Amygdala Connectivity and Emerging Internalizing Behaviors

Martin Styner, John H. Gilmore, Damien A. Fair, 2019, Biological Psychiatry.

Sex hormone binding globulin mRNA in human breast cancer: Detection in cell lines and tumor samples

M. Styner, K. Moore, L. Matej, 1996, The Journal of Steroid Biochemistry and Molecular Biology.

"If He Has it, We Know What to Do": Parent Perspectives on Familial Risk for Autism Spectrum Disorder.

Alan C. Evans, Stephen R. Dager, A. Estes, 2019, Journal of pediatric psychology.

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

Martin Styner, John H. Gilmore, Jerod Rasmussen, 2019, NeuroImage.

Impact of Aerobic Fitness on Cerebral White Matter Integrity in the Cingulum.: 1785

J. K. Smith, M. Styner, E. Bullitt, 2008 .

Harmonization Benchmarking Tool for Neuroimaging Datasets

M. Niethammer, M. Styner, A. Enquobahrie, 2022, 2211.07869.

Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis

M. Styner, G. Gerig, K. Botteron, 2022, NeurIPS.

Mandibular asymmetry characterization using generalized tensor-based morphometry

Martin Styner, Ipek Oguz, Beatriz Paniagua, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Analysis of Joint Shape Variation from Multi-Object Complexes

J. S. Marron, M. Styner, J. Damon, 2022, Journal of Mathematical Imaging and Vision.

Quantification of Condylar Resorption in TMJ Osteoarthritis

M. Styner, Anna-Kari Hajati, D. Walker, 2010 .

TWO-STAGE EMPIRICAL LIKELIHOOD FOR LONGITUDINAL NEUROIMAGING DATA.

Martin Styner, Joseph G Ibrahim, Hongtu Zhu, 2011, The annals of applied statistics.

Shape Modeling and Analysis with Entropy-Based Particle Systems

Martin Styner, Ross T. Whitaker, Martha Elizabeth Shenton, 2007, IPMI.

A comparison of automated segmentation and manual tracing for quantifying hippocampal and amygdala volumes

Martin Styner, Yuan Xu, Gregory McCarthy, 2009, NeuroImage.

Lateral ventricle morphology analysis via mean latitude axis

Martin Styner, Beatriz Paniagua, Weili Lin, 2013, Medical Imaging.

Postnatal day 7 ethanol treatment causes persistent reductions in adult mouse brain volume and cortical neurons with sex specific effects on neurogenesis.

Martin Styner, Ipek Oguz, Joohwi Lee, 2012, Alcohol.

Subtyping of mild cognitive impairment using a deep learning model based on brain atrophy patterns

M. Styner, E. Dayan, K. Giovanello, 2021, Cell reports. Medicine.

Atrophy-centered subtyping of mild cognitive impairment

M. Styner, E. Dayan, K. Giovanello, 2020, medRxiv.

Common variants in psychiatric risk genes predict brain structure at birth.

Martin Styner, Hongtu Zhu, Weili Lin, 2014, Cerebral cortex.

Parametric estimate of intensity inhomogeneities applied to MRI

Martin Styner, Guido Gerig, Gábor Székely, 2000, IEEE Transactions on Medical Imaging.

Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure

Martin Styner, Isabelle Bloch, Abel G. Silva-Filho, 2018, bioRxiv.

Exploratory Population Analysis with Unbalanced Optimal Transport

Martin Styner, Stephen R. Aylward, Marc Niethammer, 2018, MICCAI.

STGP: Spatio-temporal Gaussian process models for longitudinal neuroimaging data

Martin Styner, Chao Huang, Weili Lin, 2016, NeuroImage.

Statistical deformable bone models for robust 3D surface extrapolation from sparse data

Guoyan Zheng, Martin Styner, Lutz-Peter Nolte, 2007, Medical Image Anal..

Support vector machine for data on manifolds: An application to image analysis

Martin Styner, J. S. Marron, Mark Foskey, 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Comparison and Evaluation of Methods for Liver Segmentation From CT Datasets

Martin Styner, Jacob D. Furst, Thomas Lange, 2009, IEEE Transactions on Medical Imaging.

Accurate Automatic Segmentation of Amygdala Subnuclei and Modeling of Uncertainty via Bayesian Fully Convolutional Neural Network pdf

Martin Styner, Yilin Liu, Andrew L. Alexander, 2019, ArXiv.

Automatic skull-stripping of rat MRI/DTI scans and atlas building

Martin Styner, Ipek Oguz, Joohwi Lee, 2011, Medical Imaging.

Evaluation of atlas based mouse brain segmentation

Martin Styner, Julien Jomier, Stephen R. Aylward, 2009, Medical Imaging.

Trajectories of early brain volume development in fragile X syndrome and autism.

Martin Styner, Heather Cody Hazlett, Joseph Piven, 2012, Journal of the American Academy of Child and Adolescent Psychiatry.

Implications of newborn amygdala connectivity for fear and cognitive development at 6-months-of-age

Martin Styner, John H. Gilmore, Damien A. Fair, 2015, Developmental Cognitive Neuroscience.

A web-based system for neural network based classification in temporomandibular joint osteoarthritis

Martin Styner, Hongtu Zhu, Chao Huang, 2018, Comput. Medical Imaging Graph..

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

Martin Styner, Rajeev Kumar, Dennis Velakoulis, 2010, NeuroImage.

FADTTSter: accelerating hypothesis testing with functional analysis of diffusion tensor tract statistics

Martin Styner, Juan-Carlos Prieto, Jean Noel, 2017, Medical Imaging.

A framework for incorporating DTI Atlas Builder registration into tract-based spatial statistics and a simulated comparison to standard TBSS

Martin Styner, Rachel J. Steiner, Matthew Leming, 2016, SPIE Medical Imaging.

FMEM: Functional mixed effects modeling for the analysis of longitudinal white matter Tract data

Martin Styner, Hongtu Zhu, Ying Yuan, 2014, NeuroImage.

A Longitudinal Functional Analysis Framework for Analysis of White Matter Tract Statistics

Martin Styner, John H. Gilmore, Hongtu Zhu, 2013, IPMI.

Semiparametric Bayesian local functional models for diffusion tensor tract statistics

Martin Styner, John H. Gilmore, David B. Dunson, 2012, NeuroImage.

Quantitative tract-based white matter development from birth to age 2years

Martin Styner, John H. Gilmore, Guido Gerig, 2012, NeuroImage.

FADTTS: Functional analysis of diffusion tensor tract statistics

Martin Styner, John H. Gilmore, Guido Gerig, 2011, NeuroImage.

DTI registration in atlas based fiber analysis of infantile Krabbe disease

Martin Styner, John H. Gilmore, Guido Gerig, 2011, NeuroImage.

FRATS: Functional Regression Analysis of DTI Tract Statistics

Martin Styner, John H. Gilmore, Hongtu Zhu, 2010, IEEE Transactions on Medical Imaging.

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

Martin Styner, Guido Gerig, Marcel Prastawa, 2008, MICCAI.

Multi-site validation of image analysis methods - Assessing intra and inter-site variability

Martin Styner, Guido Gerig, H. Cecil Charles, 2002 .

Quantitative tract-based white matter heritability in twin neonates

Martin Styner, John H. Gilmore, Hongtu Zhu, 2015, NeuroImage.

Multivariate Varying Coefficient Models for DTI Tract Statistics

Martin Styner, John H. Gilmore, Hongtu Zhu, 2010, MICCAI.

DTIPrep: quality control of diffusion-weighted images

Martin Styner, Guido Gerig, Ipek Oguz, 2014, Front. Neuroinform..

Adjusted Exponentially Tilted Likelihood with Applications to Brain Morphology

Martin Styner, Hongtu Zhu, Haibo Zhou, 2009, Biometrics.

TwinMARM: Two-Stage Multiscale Adaptive Regression Methods for Twin Neuroimaging Data

Martin Styner, John H. Gilmore, Hongtu Zhu, 2011, IEEE Transactions on Medical Imaging.

NBD delivery improves the disease phenotype of the golden retriever model of Duchenne muscular dystrophy

M. Styner, J. Kornegay, D. Guttridge, 2014, Skeletal Muscle.

A computerized MRI biomarker quantification scheme for a canine model of Duchenne muscular dystrophy

Martin Styner, Jiahui Wang, Hongyu An, 2013, International Journal of Computer Assisted Radiology and Surgery.

Multiscale Adaptive Generalized Estimating Equations for Longitudinal Neuroimaging Data ☆

Dinggang Shen, Martin Styner, John H. Gilmore, 2022 .

Boundary and Medial Shape Analysis of the Hippocampus in Schizophrenia

Martin Styner, Guido Gerig, Jeffrey A. Lieberman, 2003, MICCAI.

r Human Brain Mapping 000:000–000 (2010) r Genetic and Environmental Contributions to Neonatal Brain Structure: A Twin Study*

Martin Styner, Guido Gerig, Weili Lin, 2022 .

Hemispheric Cortical, Cerebellar and Caudate Atrophy Associated to Cognitive Impairment in Metropolitan Mexico City Young Adults Exposed to Fine Particulate Matter Air Pollution

M. Styner, E. Stommel, L. Calderón-Garcidueñas, 2022, Toxics.

Incorporating 3-dimensional models in online articles.

Martin Styner, Beatriz Paniagua, Francois Budin, 2015, American journal of orthodontics and dentofacial orthopedics : official publication of the American Association of Orthodontists, its constituent societies, and the American Board of Orthodontics.

One-year assessment of surgical outcomes in Class III patients using cone beam computed tomography.

M. Styner, H. Zhu, L. Cevidanes, 2013, International journal of oral and maxillofacial surgery.

Outcome quantification using SPHARM-PDM toolbox in orthognathic surgery

Martin Styner, Hongtu Zhu, Beatriz Paniagua, 2010, International Journal of Computer Assisted Radiology and Surgery.

Framework for the Statistical Shape Analysis of Brain Structures using SPHARM-PDM.

Martin Styner, Guido Gerig, Ipek Oguz, 2006, The insight journal.

Multi-contrast diffusion tensor image registration with structural MRI

Dinggang Shen, Martin Styner, John H. Gilmore, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Multi-Object Analysis of Volume, Pose, and Shape Using Statistical Discrimination

Martin Styner, Guido Gerig, J. S. Marron, 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Statistical Shape Analysis of Multi-Object Complexes

Martin Styner, Guido Gerig, J. S. Marron, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Discrimination analysis using multi-object statistics of shape and pose

Martin Styner, Guido Gerig, J. S. Marron, 2007, SPIE Medical Imaging.

Associations between white matter microstructure and infants' working memory

Martin Styner, John H. Gilmore, Guido Gerig, 2013, NeuroImage.

Intergenerational Effect of Maternal Exposure to Childhood Maltreatment on Newborn Brain Anatomy

Martin Styner, Claudia Buss, Sonja Entringer, 2018, Biological Psychiatry.

Adolescent binge ethanol treatment alters adult brain regional volumes, cortical extracellular matrix protein and behavioral flexibility

M. Styner, F. Crews, I. Oguz, 2014, Pharmacology Biochemistry and Behavior.

Correlation of Automated Volumetric Analysis of Brain MR Imaging with Cognitive Impairment in a Natural History Study of Mucopolysaccharidosis II

Zheng Fan, M. Styner, M. Poe, 2010, American Journal of Neuroradiology.

Characterizing the propagation pathway of neuropathological events of Alzheimer's disease using harmonic wavelet analysis

M. Styner, Guorong Wu, Defu Yang, 2022, Medical Image Anal..

Automatic method to assess local CT-MR imaging registration accuracy on images of the head.

Martin Styner, Marco Caversaccio, Puja Malik, 2005, AJNR. American journal of neuroradiology.

Size and shape of the caudate nucleus in individuals with bipolar affective disorder

Martin Styner, Dennis Velakoulis, Mark Walterfang, 2012, The Australian and New Zealand journal of psychiatry.

Localized differences in caudate and hippocampal shape are associated with schizophrenia but not antipsychotic type

Martin Styner, Hongtu Zhu, Jeffrey A. Lieberman, 2013, Psychiatry Research: Neuroimaging.

Shape versus Size: Improved Understanding of the Morphology of Brain Structures

Martin Styner, Guido Gerig, Martha Elizabeth Shenton, 2001, MICCAI.

Investigating the tradeoffs between spatial resolution and diffusion sampling for brain mapping with diffusion tractography: Time well spent?

M. Styner, G. Johnson, M. Styner, 2014, Human brain mapping.

Reduced interhemispheric connectivity in schizophrenia-tractography based segmentation of the corpus callosum

M. E. Shenton, G. Gerig, M. Kubicki, 2008, Schizophrenia Research.

Aerobic fitness and obesity: relationship to cerebral white matter integrity in the brain of active and sedentary older adults

M. Styner, B. Marks, M Styner, 2010, British Journal of Sports Medicine.

MRI-based quantification of Duchenne muscular dystrophy in a canine model

Zheng Fan, Jiahui Wang, Joe N. Kornegay, 2011, Medical Imaging.

Osteoarthritis of the Temporomandibular Joint can be diagnosed earlier using biomarkers and machine learning

M. Styner, Hongtu Zhu, K. Najarian, 2020, Scientific Reports.

Evaluation of 3D Correspondence Methods for Model Building

Martin Styner, Gábor Székely, Lutz-Peter Nolte, 2003, IPMI.

Hippocampal Shape and Volume Changes with Antipsychotics in Early Stage Psychotic Illness

Martin Styner, Jeffrey A. Lieberman, Lei Wang, 2012, Front. Psychiatry.

Intrinsic Regression Models for Manifold-Valued Data.

Martin Styner, Hongtu Zhu, Joseph G Ibrahim, 2009, Journal of the American Statistical Association.

Multivariate longitudinal statistics for neonatal-pediatric brain tissue development

M. Styner, J. Gilmore, G. Gerig, 2008, SPIE Medical Imaging.

Differential Role for Hippocampal Subfields in Alzheimer's Disease Progression Revealed with Deep Learning.

M. Niethammer, M. Styner, E. Dayan, 2021, Cerebral cortex.

Intraoperative three-dimensional fluoroscopic cholangiography.

M. Styner, S. Schindera, D. Candinas, 2006, Hepato-gastroenterology.

Neonatal White Matter Maturation Is Associated With Infant Language Development

Martin Styner, John H. Gilmore, Claudia Buss, 2019, Front. Hum. Neurosci..

Standardized evaluation methodology and reference database for evaluating coronary artery centerline extraction algorithms

Martin Styner, Karl Krissian, Simon K. Warfield, 2009, Medical Image Anal..

The use of digital filters for ankle joint surface quality assessment and its application to computer-assisted arthroplasty

M. Styner, L. Nolte, M. Ballester, 2022 .

The pattern of gray matter atrophy in Parkinson’s disease differs in cortical and subcortical regions

Martin Styner, Paul J. Eslinger, Xuemei Huang, 2015, Journal of Neurology.

Non-Euclidean Analysis of Joint Variations in Multi-Object Shapes pdf

Martin Styner, J. S. Marron, James Damon, 2021, ArXiv.

Entropy-based correspondence improvement of interpolated skeletal models

Martin Styner, Ross T. Whitaker, Beatriz Paniagua, 2016, Comput. Vis. Image Underst..

Multi-object model-based multi-atlas segmentation for rodent brains using dense discrete correspondences

Martin Styner, Ilwoo Lyu, Joohwi Lee, 2016, SPIE Medical Imaging.

Entropy-based particle correspondence for shape populations

Martin Styner, Ross T. Whitaker, P. Thomas Fletcher, 2016, International Journal of Computer Assisted Radiology and Surgery.

Fitting Skeletal Object Models Using Spherical Harmonics Based Template Warping

Martin Styner, Xiaohong Zhang, Stephen M. Pizer, 2015, IEEE Signal Processing Letters.

Skeletal shape correspondence via entropy minimization

Martin Styner, Beatriz Paniagua, Stephen M. Pizer, 2015, Medical Imaging.

Multi-atlas segmentation with particle-based group-wise image registration

Martin Styner, Ilwoo Lyu, Joohwi Lee, 2014, Medical Imaging.

Particle-Guided Image Registration

Martin Styner, Ipek Oguz, Ilwoo Lyu, 2013, MICCAI.

Geodesic Distances to Landmarks for Dense Correspondence on Ensembles of Complex Shapes

Martin Styner, Ross T. Whitaker, Ilwoo Lyu, 2013, MICCAI.

Group-Wise Cortical Correspondence via Sulcal Curve-Constrained Entropy Minimization

Martin Styner, Ilwoo Lyu, Alan C. Evans, 2013, IPMI.

Geometric Correspondence for Ensembles of Nonregular Shapes

Martin Styner, Ross T. Whitaker, Beatriz Paniagua, 2011, MICCAI.

Automatic cortical thickness analysis on rodent brain

Martin Styner, Ipek Oguz, Beatriz Paniagua, 2011, Medical Imaging.

Group-wise automatic mesh-based analysis of cortical thickness

Martin Styner, Ross T. Whitaker, Ipek Oguz, 2011, Medical Imaging.

Cortical Correspondence with Probabilistic Fiber Connectivity

Martin Styner, Ross T. Whitaker, P. Thomas Fletcher, 2009, IPMI.

Particle-Based Shape Analysis of Multi-object Complexes

Martin Styner, Ross T. Whitaker, P. Thomas Fletcher, 2008, MICCAI.

Cortical correspondence using entropy-based particle systems and local features

Martin Styner, Ross T. Whitaker, P. Thomas Fletcher, 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

CORRESPONDENCE EVALUATION IN LOCAL SHAPE ANALYSIS AND STRUCTURAL SUBDIVISION

Martin Styner, Guido Gerig, Mohammed El-Sayed, 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

STATISTICAL SHAPE ANALYSIS OF BRAIN STRUCTURES USING SPHERICAL WAVELETS

Martin Styner, Guido Gerig, James J. Levitt, 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Statistics of populations of images and its embedded objects: driving applications in neuroimaging

Shun Xu, Martin Styner, Guido Gerig, 2006, 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006..

Asymmetric bias in user guided segmentations of brain structures

Martin Styner, Sarah Peterson, Rachel Gimpel Smith, 2007, NeuroImage.

Automatic and Robust Computation of 3D Medial Models Incorporating Object Variability

Martin Styner, Guido Gerig, Stephen M. Pizer, 2003, International Journal of Computer Vision.

Statistical shape analysis of neuroanatomical structures based on medial models

Martin Styner, Guido Gerig, Jeffrey A. Lieberman, 2003, Medical Image Anal..

Quantification of condylar resorption in temporomandibular joint osteoarthritis.

J B Ludlow, M. Styner, H. Zhu, 2010, Oral surgery, oral medicine, oral pathology, oral radiology, and endodontics.

Intrinsic Regression Models for Manifold-Valued Data

Martin Styner, Hongtu Zhu, Xiaoyan Shi, 2009, MICCAI.

Diffusion Tensor Based White Matter Tract Atlases for Pediatric Populations

Rachel J. Steiner, Jessica B. Girault, Rebecca L. Stephens, 2022, Frontiers in Neuroscience.

UNC-Utah NA-MIC framework for DTI fiber tract analysis

Martin Styner, Guido Gerig, Hongtu Zhu, 2014, Front. Neuroinform..

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

Martin Styner, Hongtu Zhu, Yundi Shi, 2019, NeuroImage.

Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure

Martin Styner, Isabelle Bloch, Abel G. Silva-Filho, 2018, Scientific Reports.

Multi-atlas segmentation of subcortical brain structures via the AutoSeg software pipeline

Martin Styner, Guido Gerig, Jiahui Wang, 2014, Front. Neuroinform..

Automatic brain segmentation in rhesus monkeys

Martin Styner, John H. Gilmore, Rebecca C. Knickmeyer, 2007, SPIE Medical Imaging.

Shape abnormalities of caudate nucleus in schizotypal personality disorder

Martin Styner, James J. Levitt, Marc Niethammer, 2009, Schizophrenia Research.

Automatic tissue segmentation of neonate brain MR Images with subject-specific atlases

Martin Styner, Guido Gerig, Kevin Lee, 2015, Medical Imaging.

Extra-axial Cerebrospinal Fluid Relationships to Infant Brain Structure, Cognitive Development, and Risk for Schizophrenia.

Emil A. Cornea, M. Styner, J. Gilmore, 2020, Biological psychiatry. Cognitive neuroscience and neuroimaging.

Subcortical structure segmentation using probabilistic atlas priors

Martin Styner, Guido Gerig, Rachel Gimpel Smith, 2007, SPIE Medical Imaging.

Identifying Relationships in Functional and Structural Connectome Data Using a Hypergraph Learning Method

Martin Styner, Yue Gao, Guorong Wu, 2016, MICCAI.

Pre-organizing Shape Instances for Landmark-Based Shape Correspondence

Martin Styner, Song Wang, Brent C. Munsell, 2011, International Journal of Computer Vision.

Brain structural alterations in newborns of mothers exposed to childhood trauma

M. Styner, J. Gilmore, S. Entringer, 2016, Psychoneuroendocrinology.

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

Dinggang Shen, Martin Styner, Chong-Yaw Wee, 2015, NeuroImage.

Asymmetrical lateral ventricular enlargement in Parkinson’s disease

R. Mailman, M. Styner, H. Gu, 2009, European journal of neurology.

Software-based diffusion MR human brain phantom for evaluating fiber-tracking algorithms

Martin Styner, Yundi Shi, François Budin, 2013, Medical Imaging.

Automatic Segmentation of Dental Root Canal and Merging with Crown Shape

Martin Styner, Beatriz Paniagua, Kayvan Najarian, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Clinical Decision Support Systems in Orthodontics: A Narrative Review of Data Science Approaches.

M. Styner, J. Fillion-Robin, K. Najarian, 2021, Orthodontics & craniofacial research.

Orthodontic and orthognathic planning using cone beam computed tomography

Martin Styner, Beatriz Paniagua, João Roberto Gonçalves, 2013 .

Local Shape Analysis using MANCOVA

D. Pantazis, M. Niethammer, M. Styner, 2009, The Insight Journal.

Learning Common Harmonic Waves on Stiefel Manifold – A New Mathematical Approach for Brain Network Analyses

Martin Styner, Guoqiang Han, Guorong Wu, 2020, IEEE Transactions on Medical Imaging.

Subject–Motion Correction in HARDI Acquisitions: Choices and Consequences

Martin Styner, Guido Gerig, G. Bruce Pike, 2014, Front. Neurol..

A diffusion tensor MRI atlas of the postmortem rhesus macaque brain

Yundi Shi, Evan Calabrese, Alexandra Badea, 2015, NeuroImage.

3D MORPHOMETRIC CHANGES 1 YEAR AFTER JAW SURGERY

Martin Styner, Ceib Phillips, Lucia H. S. Cevidanes, 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Object models in multiscale intrinsic coordinates via m-reps

Martin Styner, Guido Gerig, P. Thomas Fletcher, 2003, Image Vis. Comput..

Three-dimensional medial shape representation incorporating object variability

Martin Styner, Guido Gerig, M. Styner, 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

A joint framework for 4D segmentation and estimation of smooth temporal appearance changes

Martin Styner, Guido Gerig, Yang Gao, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

Clinical application of SPHARM-PDM to quantify temporomandibular joint osteoarthritis

Martin Styner, Hongtu Zhu, David Walker, 2011, Comput. Medical Imaging Graph..

White matter connectomes at birth accurately predict cognitive abilities at age 2

Martin Styner, John H. Gilmore, Juan-Carlos Prieto, 2019, NeuroImage.

Gut microbiome and brain functional connectivity in infants-a preliminary study focusing on the amygdala

Andrew P. Salzwedel, M. Styner, J. Gilmore, 2017, Biological Psychiatry.

Bone morphing with statistical shape models for enhanced visualization

Martin Styner, Lutz-Peter Nolte, Kumar T. Rajamani, 2004, Medical Imaging: Image-Guided Procedures.

Combined R2* and Diffusion Tensor Imaging Changes in the Substantia Nigra in Parkinson's Disease

Martin Styner, Xuemei Huang, Qing X Yang, 2011, Movement disorders : official journal of the Movement Disorder Society.

Stage-dependent loss of cortical gyrification as Parkinson disease “unfolds”

M. Styner, Xuemei Huang, Ming Wang, 2016, Neurology.

Regional 3D superimposition to assess temporomandibular joint condylar morphology.

M. Styner, E. Benavides, L. Cevidanes, 2014, Dento maxillo facial radiology.

Statistical surface-based morphometry using a nonparametric approach

Martin Styner, Richard M. Leahy, Thomas E. Nichols, 2004, 2004 2nd IEEE International Symposium on Biomedical Imaging: Nano to Macro (IEEE Cat No. 04EX821).

Rebuttal to Hasan and Pedraza in comments and controversies: “Improving the reliability of manual and automated methods for hippocampal and amygdala volume measurements”

Martin Styner, Yuan Xu, Gregory McCarthy, 2009, NeuroImage.

A digital archiving system and distributed server-side processing of large datasets

Martin Styner, Charles Marion, Julien Jomier, 2009, Medical Imaging.

Referencing and Registration of Three-Dimensional Images

Martin Styner, Lucia H.S. Cevidanes, William R. Profitt, 2013 .

Comparison of two methods for quantitative assessment of mandibular asymmetry using cone beam computed tomography image volumes.

M. Styner, J. Ludlow, L. Cevidanes, 2011, Dento maxillo facial radiology.

Long-term alterations in brain and behavior after postnatal Zika virus infection in infant macaques

M. Styner, E. Feczko, D. Fair, 2020, Nature Communications.

Voxel-wise group analysis of DTI

Martin Styner, Guido Gerig, Hongtu Zhu, 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Altered hypothalamic diffusivity in Parkinsonian autonomic dysfunction

Yueh Z. Lee, M. Styner, E. Dayan, 2019 .

Shape variation analyzer: a classifier for temporomandibular joint damaged by osteoarthritis

Martin Styner, Beatriz Paniagua, Priscille de Dumast, 2019, Medical Imaging.

SGPP: spatial Gaussian predictive process models for neuroimaging data

Martin Styner, John H. Gilmore, Hongtu Zhu, 2014, NeuroImage.

TRAFIC: fiber tract classification using deep learning

Martin Styner, Prince D. Ngattai Lam, Gaetan Belhomme, 2018, Medical Imaging.

Automatic bone segmentation and alignment from MR knee images

Martin Styner, Marc Niethammer, Christopher Zach, 2010, Medical Imaging.

A-mode ultrasound-based registration in computer-aided surgery of the skull.

Martin Styner, Marco Caversaccio, Lutz-Peter Nolte, 2003, Archives of otolaryngology--head & neck surgery.

Ultrasound A-Mode Based Registration in Computer Aided Surgery of the Skull

Martin Styner, Marco Caversaccio, Lutz-Peter Nolte, 2003 .

Hierarchical Geodesic Modeling on the Diffusion Orientation Distribution Function for Longitudinal DW-MRI Analysis

Martin Styner, Guido Gerig, Kelly N. Botteron, 2020, MICCAI.

Metamorphic Geodesic Regression

Martin Styner, Mar Sanchez, Marc Niethammer, 2012, MICCAI.

Merging and Annotating Teeth and Roots from Automated Segmentation of Multimodal Images

Martin Styner, Kayvan Najarian, Jonathan Gryak, 2021, ML-CDS@MICCAI.

DeepGraphDMD: Interpretable Spatio-Temporal Decomposition of Non-linear Functional Brain Network Dynamics

Md Asadullah Turja, M. Styner, Guorong Wu, 2023, arXiv.org.

TwinEQTL: Ultra Fast and Powerful Association Analysis for eQTL and GWAS in Twin Studies

M. Styner, J. Gilmore, F. Wright, 2022, bioRxiv.

Asymmetrical ventricular enlargement in Parkinson's disease

Yueh Z. Lee, M. McKeown, M. Styner, 2007, Movement disorders : official journal of the Movement Disorder Society.

Fast predictive multimodal image registration

Martin Styner, Xiao Yang, Marc Niethammer, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

The Application of Convolutional Neural Networks for Subcortical Structure Segmentation

M. Styner, H. Hazlett, M. Graves, 2020 .

Maternal Perinatal Stress Trajectories and Negative Affect and Amygdala Development in Offspring.

M. Styner, E. Feczko, S. Entringer, 2023, The American journal of psychiatry.

LOGISMOS-B for primates: primate cortical surface reconstruction and thickness measurement

Martin Styner, Milan Sonka, Ipek Oguz, 2015, Medical Imaging.

Shape index distribution based local surface complexity applied to the human cortex

Martin Styner, Guido Gerig, D. Louis Collins, 2015, Medical Imaging.

Corpus Callosum Subdivision Based on a Probabilistic Model of Inter-hemispheric Connectivity

Martin Styner, Ipek Oguz, Rachel Gimpel Smith, 2005, MICCAI.

Retrospective Evaluation and Correction of Intensity Inhomogeneity

Martin Styner, Koen Van Leemput, M. Styner, 2005 .

Caudate Segmentation using Deformable M-reps

Martin Styner, Stephen M. Pizer, Kevin Gorczowski, 2007 .

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

Guoyan Zheng, Martin Styner, Lutz-Peter Nolte, 2006, MICCAI.

Osteoarthritis of the Temporomandibular Joint can be diagnosed earlier using biomarkers and machine learning

Martin Styner, Hongtu Zhu, Beatriz Paniagua, 2020, Scientific Reports.

3D superimposition and understanding temporomandibular joint arthritis.

M. Styner, L. Cevidanes, J. Schilling, 2015, Orthodontics & craniofacial research.

Diffusion Tensor Imaging Detects Abnormalities in the Corticospinal Tracts of Neonates with Infantile Krabbe Disease

M. Styner, J. Gilmore, W. Lin, 2009, American Journal of Neuroradiology.

Regression Uncertainty on the Grassmannian

Martin Styner, Xiao Yang, Marc Niethammer, 2017, AISTATS.

Association of Prenatal Maternal Depression and Anxiety Symptoms With Infant White Matter Microstructure

Cory A. Burghy, N. Kalin, M. Styner, 2018, JAMA pediatrics.

White matter hyperintensities, systemic inflammation, brain growth, and cognitive functions in children exposed to air pollution.

M. Styner, Hongtu Zhu, L. Calderón-Garcidueñas, 2012, Journal of Alzheimer's disease : JAD.

Gut microbiome and brain functional connectivity in infants-a preliminary study focusing on the amygdala

Andrew P. Salzwedel, M. Styner, J. Gilmore, 2019, Psychopharmacology.

Projection Regression Models for Multivariate Imaging Phenotype

Rebecca C. Knickmeyer, J. Ibrahim, M. Styner, 2012, Genetic Epidemiology.

HFPRM: Hierarchical Functional Principal Regression Model for Diffusion Tensor Image Bundle Statistics

Martin Styner, John H. Gilmore, Hongtu Zhu, 2017, IPMI.

A novel maturation index based on neonatal diffusion tensor imaging reflects typical perinatal white matter development in humans

M. Styner, J. Gilmore, F. Kruggel, 2017, International Journal of Developmental Neuroscience.

Semi-supervised VAE-GAN for Out-of-Sample Detection Applied to MRI Quality Control

Martin Styner, Joseph Blocher, Mark Foster, 2019, MICCAI.

Anomaly Detection via Gumbel Noise Score Matching

Junier B. Oliva, M. Styner, Ahsan Mahmood, 2023, ArXiv.

Computer-Assisted Ankle Joint Arthroplasty Using Bio-engineered Autografts

Martin Styner, Lutz-Peter Nolte, Miguel Ángel González Ballester, 2005, MICCAI.

Multiscale adaptive generalized estimating equations for longitudinal neuroimaging data

M. Styner, J. Gilmore, Weili Lin, 2013, NeuroImage.

Longitudinal Image Registration With Temporally-Dependent Image Similarity Measure

Martin Styner, Istvan Csapo, Yundi Shi, 2013, IEEE Transactions on Medical Imaging.

Maternal Influenza Infection During Pregnancy Impacts Postnatal Brain Development in the Rhesus Monkey

Rebecca C. Knickmeyer, M. Styner, J. Gilmore, 2010, Biological Psychiatry.

Identifying Subnetwork Fingerprints in Structural Connectomes: A Data-Driven Approach

Martin Styner, Brent C. Munsell, Leonardo Bonilha, 2017, CNI@MICCAI.

Shape analysis of the neostriatum in subtypes of frontotemporal lobar degeneration: Neuroanatomically significant regional morphologic change

M. Niethammer, M. Styner, L. Wahlund, 2011, Psychiatry Research: Neuroimaging.

Reduced relationship to cortical white matter volume revealed by tractography-based segmentation of the corpus callosum in young children with developmental delay.

Martin Styner, Guido Gerig, Roland Bammer, 2006, The American journal of psychiatry.

Soft tissue response to mandibular advancement using 3D CBCT scanning.

M. Styner, W. Proffit, L. Cevidanes, 2011, International journal of oral and maxillofacial surgery.

Prenatal and neonatal brain structure and white matter maturation in children at high risk for schizophrenia.

J. Lieberman, M. Styner, J. Gilmore, 2010, The American journal of psychiatry.

Diffusion imaging quality control via entropy of principal direction distribution

Martin Styner, Guido Gerig, Ipek Oguz, 2013, NeuroImage.

Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure

Francisco Javier Vera-Olmos, O. Commowick, M. Styner, 2018, Scientific Reports.

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

Martin Styner, Miguel Ángel González Ballester, Kumar Rajamani, 2007, IEEE Transactions on Biomedical Engineering.

Joint hub identification for brain networks by multivariate graph inference

Martin Styner, Defu Yang, Chenggang Yan, 2021, Medical Image Anal..

A web-based system for statistical shape analysis in temporomandibular joint osteoarthritis

Martin Styner, Chao Huang, Beatriz Paniagua, 2019, Medical Imaging.

FRATS: Functional Regression Analysis of DTI Tract Statistics

M. Styner, J. Gilmore, Weili Lin, 2010, IEEE Transactions on Medical Imaging.

Adjusted Exponentially Tilted Likelihood with Applications to Brain Morphology

J. Lieberman, Jiahua Chen, M. Styner, 2009, Biometrics.

Multiseg pipeline: automatic tissue segmentation of brain MR images with subject-specific atlases

Martin Styner, Xiao Yang, Marc Niethammer, 2019, Medical Imaging.

Superimposition of 3D cone-beam CT models of orthognathic surgery patients.

W R Proffit, M. Styner, M. Styner, 2005, Dento maxillo facial radiology.

Automated Voxel-Wise Brain DTI Analysis of Fitness and Aging

Martin Styner, Hongtu Zhu, Mahshid Farzinfar, 2012 .

Constructing Consistent Longitudinal Brain Networks by Group-Wise Graph Learning

Martin Styner, Guorong Wu, Md Asadullah Turja, 2019, MICCAI.

Age and treatment related local hippocampal changes in schizophrenia explained by a novel shape analysis method

Martin Styner, Guido Gerig, Jeffrey A. Lieberman, 2003, Schizophrenia Research.