John H. Gilmore

Orcid: 0000-0002-0939-6764

According to our database1, John H. Gilmore authored at least 111 papers between 2003 and 2023.

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Bibliography

2023
Disentangling Site Effects with Cycle-Consistent Adversarial Autoencoder for Multi-site Cortical Data Harmonization.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022
Spherical Transformer on Cortical Surfaces.
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

2021
Spherical Deformable U-Net: Application to Cortical Surface Parcellation and Development Prediction.
IEEE Trans. Medical Imaging, 2021

Canonical correlation analysis for elliptical copulas.
J. Multivar. Anal., 2021

Learning Infant Brain Developmental Connectivity for Cognitive Score Prediction.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

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

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

A review on neuroimaging studies of genetic and environmental influences on early brain development.
NeuroImage, 2019

Exploring folding patterns of infant cerebral cortex based on multi-view curvature features: Methods and applications.
NeuroImage, 2019

Targeting reduced neural oscillations in patients with schizophrenia by transcranial alternating current stimulation.
NeuroImage, 2019

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

Intrinsic Patch-Based Cortical Anatomical Parcellation Using Graph Convolutional Neural Network on Surface Manifold.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Revealing Developmental Regionalization of Infant Cerebral Cortex Based on Multiple Cortical Properties.
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

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

Spherical U-Net For Infant Cortical Surface Parcellation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Cortical Foldingprints for Infant Identification.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Construction of 4D Neonatal Cortical Surface Atlases Using Wasserstein Distance.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Spherical U-Net on Cortical Surfaces: Methods and Applications.
Proceedings of the Information Processing in Medical Imaging, 2019

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

Registration-Free Infant Cortical Surface Parcellation Using Deep Convolutional Neural Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Construction of spatiotemporal neonatal cortical surface atlases using a large-scale dataset.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

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

Exploring Gyral Patterns of Infant Cortical Folding Based on Multi-view Curvature Information.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

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

Longitudinal multi-scale mapping of infant cortical folding using spherical wavelets.
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

2016
Resting state network topology of the ferret brain.
NeuroImage, 2016

Discovering Cortical Folding Patterns in Neonatal Cortical Surfaces Using Large-Scale Dataset.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015
LINKS: Learning-based multi-source IntegratioN frameworK for Segmentation of infant brain images.
NeuroImage, 2015

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

Construction of 4D high-definition cortical surface atlases of infants: Methods and applications.
Medical Image Anal., 2015

Cortical Surface-Based Construction of Individual Structural Network with Application to Early Brain Development Study.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Subject-Specific Estimation of Missing Cortical Thickness Maps in Developing Infant Brains.
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015

Parcellation of Infant Surface Atlas Using Developmental Trajectories of Multidimensional Cortical Attributes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 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

Segmentation of neonatal brain MR images using patch-driven level sets.
NeuroImage, 2014

Integration of sparse multi-modality representation and anatomical constraint for isointense infant brain MR image segmentation.
NeuroImage, 2014

Spatial distribution and longitudinal development of deep cortical sulcal landmarks in infants.
NeuroImage, 2014

Measuring the dynamic longitudinal cortex development in infants by reconstruction of temporally consistent cortical surfaces.
NeuroImage, 2014

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

Prenatal cocaine effects on brain structure in early infancy.
NeuroImage, 2014

Joint Segmentation and Registration for Infant Brain Images.
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2014

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

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

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

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

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

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

Integration of Sparse Multi-modality Representation and Geometrical Constraint for Isointense Infant Brain Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Patch-driven neonatal brain MRI segmentation with sparse representation and level sets.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

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

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

Measuring longitudinally dynamic cortex development in infants by reconstruction of consistent cortical surfaces.
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

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

Altered structural connectivity in neonates at genetic risk for schizophrenia: A combined study using morphological and white matter networks.
NeuroImage, 2012

LABEL: Pediatric brain extraction using learning-based meta-algorithm.
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

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

Atlas Construction via Dictionary Learning and Group Sparsity.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Longitudinal growth modeling of discrete-time functions with application to DTI tract evolution in early neurodevelopment.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

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

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

2011
PopTract: Population-Based Tractography.
IEEE Trans. Medical Imaging, 2011

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

SPHERE: SPherical Harmonic Elastic REgistration of HARDI data.
NeuroImage, 2011

Automatic segmentation of neonatal images using convex optimization and coupled level sets.
NeuroImage, 2011

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

Brain anatomical networks in early human brain development.
NeuroImage, 2011

Longitudinal regression analysis of spatial-temporal growth patterns of geometrical diffusion measures in early postnatal brain development with diffusion tensor imaging.
NeuroImage, 2011

Efficient Probabilistic and Geometric Anatomical Mapping Using Particle Mesh Approximation on GPUs.
Int. J. Biomed. Imaging, 2011

Reconstruction of Fiber Trajectories via Population-Based Estimation of Local Orientations.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Longitudinal Tractography with Application to Neuronal Fiber Trajectory Reconstruction in Neonates.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Accurate and Consistent 4D Segmentation of Serial Infant Brain MR Images.
Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011

Learning-Based Meta-Algorithm for MRI Brain Extraction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

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

Construction of multi-region-multi-reference atlases for neonatal brain MRI segmentation.
NeuroImage, 2010

Neonatal brain image segmentation in longitudinal MRI studies.
NeuroImage, 2010

Towards analysis of growth trajectory through multimodal longitudinal MR imaging.
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

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

Image Registration Driven by Combined Probabilistic and Geometric Descriptors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Hierachical Spherical Harmonics Based Deformable HARDI Registration.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010

Automatic Segmentation of Neonatal Images Using Convex Optimization and Coupled Level Set Method.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010

Spatial-Temporal Constraint for Segmentation of Serial Infant Brain MR Images.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010

Neonatal brain MRI segmentation by building multi-region-multireference atlases.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

A new framework for analyzing white matter maturation in early brain development.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

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

Brain tissue segmentation of neonatal MR images using a longitudinal subject-specific probabilistic atlas.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

LSTGEE: longitudinal analysis of neuroimaging data.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Hierarchical unbiased group-wise registration for atlas construction and population comparison.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Mapping Growth Patterns and Genetic Influences on Early Brain Development in Twins.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 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

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

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

2006
Improved Correspondence for DTI Population Studies Via Unbiased Atlas Building.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

2005
Automatic segmentation of MR images of the developing newborn brain.
Medical Image Anal., 2005

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

2004
Automatic Segmentation of Neonatal Brain MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

2003
Assessing Early Brain Development in Neonates by Segmentation of High-Resolution 3T MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Quantitative Analysis of White Matter Fiber Properties along Geodesic Paths.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003


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