Michael I. Miller

According to our database1, Michael I. Miller authored at least 136 papers between 1988 and 2019.

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Bibliography

2019
Multi-atlas tool for automated segmentation of brain gray matter nuclei and quantification of their magnetic susceptibility.
NeuroImage, 2019

3D Mapping of Serial Histology Sections with Anomalies Using a Novel Robust Deformable Registration Algorithm.
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019

A Model for Elastic Evolution on Foliated Shapes.
Proceedings of the Information Processing in Medical Imaging, 2019

Diffeomorphic Upsampling of Serially Acquired Sparse 2D Cross-Sections in Cardiac MRI.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Characterizing the human hippocampus in aging and Alzheimer's disease using a computational atlas derived from ex vivo MRI and histology.
Proc. Natl. Acad. Sci. U.S.A., 2018

Changepoint analysis of putamen and thalamus subregions in premanifest huntington's disease.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Parametric Surface Diffeomorphometry for Low Dimensional Embeddings of Dense Segmentations and Imagery.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Performance of Image Matching in the Computational Anatomy Gateway: CPU and GPU Implementations in OpenCL.
Proceedings of the Practice and Experience in Advanced Research Computing 2017: Sustainability, 2017

A Large Deformation Diffeomorphic Approach to Registration of CLARITY Images via Mutual Information.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016
Diffeomorphic Surface Registration with Atrophy Constraints.
SIAM J. Imaging Sciences, 2016

Resource atlases for multi-atlas brain segmentations with multiple ontology levels based on T1-weighted MRI.
NeuroImage, 2016

Shape analysis of hypertrophic and hypertensive heart disease using MRI-based 3D surface models of left ventricular geometry.
Medical Image Analysis, 2016

MRICloud: Delivering High-Throughput MRI Neuroinformatics as Cloud-Based Software as a Service.
Computing in Science and Engineering, 2016

Deformably Registering and Annotating Whole CLARITY Brains to an Atlas via Masked LDDMM.
CoRR, 2016

A Diffeomorphic Approach to Multimodal Registration with Mutual Information: Applications to CLARITY Mouse Brain Images.
CoRR, 2016

Tools for studying populations and timeseries of neuroanatomy enabled through GPU acceleration in the Computational Anatomy Gateway.
Proceedings of the XSEDE16 Conference on Diversity, 2016

Reducing Variability in Anatomical Definitions Over Time Using Longitudinal Diffeomorphic Mapping.
Proceedings of the Spectral and Shape Analysis in Medical Imaging, 2016

An image registration pipeline for analysis of transsynaptic tracing in mice.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016

Change Point Estimation of the Hippocampal Volumes in Alzheimer's Disease.
Proceedings of the 13th Conference on Computer and Robot Vision, 2016

2015
Simultaneous skull-stripping and lateral ventricle segmentation via fast multi-atlas likelihood fusion.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

A fast atlas pre-selection procedure for multi-atlas based brain segmentation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Evaluation of group-specific, whole-brain atlas generation using Volume-based Template Estimation (VTE): Application to normal and Alzheimer's populations.
NeuroImage, 2014

A Bayesian approach to the creation of a study-customized neonatal brain atlas.
NeuroImage, 2014

Knowledge-based automated reconstruction of human brain white matter tracts using a path-finding approach with dynamic programming.
NeuroImage, 2014

Tools for multiple granularity analysis of brain MRI data for individualized image analysis.
NeuroImage, 2014

Computational Anatomy Gateway: Leveraging XSEDE Computational Resources for Shape Analysis.
Proceedings of the Annual Conference of the Extreme Science and Engineering Discovery Environment, 2014

Improved Reproducibility of Neuroanatomical Definitions through Diffeomorphometry and Complexity Reduction.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

Estimating dense cardiac 3D motion using sparse 2D tagged MRI cross-sections.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Robust Diffeomorphic Mapping via Geodesically Controlled Active Shapes.
Int. J. Biomedical Imaging, 2013

Northwestern University Schizophrenia Data and Software Tool (NUSDAST).
Front. Neuroinform., 2013

High-throughput neuro-imaging informatics.
Front. Neuroinform., 2013

Cortico-Cortical, Cortico-Striatal, and Cortico-Thalamic White Matter Fiber Tracts Generated in the Macaque Brain via Dynamic Programming.
Brain Connectivity, 2013

Metric Space Structures for Computational Anatomy.
Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013

2012
Image-Based Estimation of Ventricular Fiber Orientations for Personalized Modeling of Cardiac Electrophysiology.
IEEE Trans. Med. Imaging, 2012

Principal Component Based Diffeomorphic Surface Mapping.
IEEE Trans. Med. Imaging, 2012

Atlas-based analysis of resting-state functional connectivity: Evaluation for reproducibility and multi-modal anatomy-function correlation studies.
NeuroImage, 2012

Spatiotemporal mapping of brain atrophy in mouse models of Huntington's disease using longitudinal in vivo magnetic resonance imaging.
NeuroImage, 2012

Ontological labels for automated location of anatomical shape differences.
Journal of Biomedical Informatics, 2012

2011
Multi-contrast human neonatal brain atlas: Application to normal neonate development analysis.
NeuroImage, 2011

Quantitative analysis of brain pathology based on MRI and brain atlases - Applications for cerebral palsy.
NeuroImage, 2011

Erratum to "Quantitative analysis of brain pathology based on MRI and brain atlases - Applications for cerebral palsy" [NeuroImage 54/3 (2011) 1854-1861].
NeuroImage, 2011

An MRI-based atlas and database of the developing mouse brain.
NeuroImage, 2011

Statistical Analysis of Cortical Morphometrics Using Pooled Distances Based on Labeled Cortical Distance Maps.
Journal of Mathematical Imaging and Vision, 2011

Patient Specific Dosimetry Phantoms Using Multichannel LDDMM of the Whole Body.
Int. J. Biomedical Imaging, 2011

Quantization and analysis of hippocampal morphometric changes due to dementia of Alzheimer type using metric distances based on large deformation diffeomorphic metric mapping.
Comp. Med. Imag. and Graph., 2011

Diffuse Abnormality of Low to Moderately Organized White Matter in Schizophrenia.
Brain Connectivity, 2011

Ontological Labels for Automated Location of Left Ventricular Remodeling.
Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011

Matching Sparse Sets of Cardiac Image Cross-Sections Using Large Deformation Diffeomorphic Metric Mapping Algorithm.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

Image-based estimation of ventricular fiber orientations for patient-specific simulations.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Atlas Generation for Subcortical and Ventricular Structures With Its Applications in Shape Analysis.
IEEE Trans. Image Processing, 2010

Atlas-guided tract reconstruction for automated and comprehensive examination of the white matter anatomy.
NeuroImage, 2010

Longitudinal characterization of brain atrophy of a Huntington's disease mouse model by automated morphological analyses of magnetic resonance images.
NeuroImage, 2010

Atlas-based analysis of neurodevelopment from infancy to adulthood using diffusion tensor imaging and applications for automated abnormality detection.
NeuroImage, 2010

A Bayesian Generative Model for Surface Template Estimation.
Int. J. Biomedical Imaging, 2010

2009
Landmark-referenced voxel-based analysis of diffusion tensor images of the brainstem white matter tracts: Application in patients with middle cerebral artery stroke.
NeuroImage, 2009

Evolutions equations in computational anatomy.
NeuroImage, 2009

Special Issue on Mathematics in Brain Imaging.
NeuroImage, 2009

Neuroanatomical asymmetry patterns in individuals with schizophrenia and their non-psychotic siblings.
NeuroImage, 2009

APOE related hippocampal shape alteration in geriatric depression.
NeuroImage, 2009

Regional shape abnormalities in mild cognitive impairment and Alzheimer's disease.
NeuroImage, 2009

Time sequence diffeomorphic metric mapping and parallel transport track time-dependent shape changes.
NeuroImage, 2009

Atlas-based whole brain white matter analysis using large deformation diffeomorphic metric mapping: Application to normal elderly and Alzheimer's disease participants.
NeuroImage, 2009

The emerging discipline of Computational Functional Anatomy.
NeuroImage, 2009

Multi-contrast large deformation diffeomorphic metric mapping for diffusion tensor imaging.
NeuroImage, 2009

Cardiac Motion Analysis in Ischemic and Non-Ischemic Cardiomyopathy Using Parallel Transport.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008
Parallel transport in diffeomorphisms distinguishes the time-dependent pattern of hippocampal surface deformation due to healthy aging and the dementia of the Alzheimer's type.
NeuroImage, 2008

Intrinsic and extrinsic analysis in computational anatomy.
NeuroImage, 2008

Multi-structure network shape analysis via normal surface momentum maps.
NeuroImage, 2008

Human brain white matter atlas: Identification and assignment of common anatomical structures in superficial white matter.
NeuroImage, 2008

Stereotaxic white matter atlas based on diffusion tensor imaging in an ICBM template.
NeuroImage, 2008

Bayesian template estimation in computational anatomy.
NeuroImage, 2008

Transport of Relational Structures in Groups of Diffeomorphisms.
Journal of Mathematical Imaging and Vision, 2008

Large Deformation Diffeomorphic Metric Curve Mapping.
International Journal of Computer Vision, 2008

Semisupervised learning from dissimilarity data.
Computational Statistics & Data Analysis, 2008

2007
Large Deformation Diffeomorphism and Momentum Based Hippocampal Shape Discrimination in Dementia of the Alzheimer type.
IEEE Trans. Med. Imaging, 2007

Evidence of slow maturation of the superior longitudinal fasciculus in early childhood by diffusion tensor imaging.
NeuroImage, 2007

Diffeomorphic metric surface mapping in subregion of the superior temporal gyrus.
NeuroImage, 2007

Combining anatomical manifold information via diffeomorphic metric mappings for studying cortical thinning of the cingulate gyrus in schizophrenia.
NeuroImage, 2007

Cortical Hemisphere Registration Via Large Deformation Diffeomorphic Metric Curve Mapping.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Hippocampus Shape-Space Analysis of Clinically Depressed, High Risk, and Control Populations.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

Validation of Alternating Kernel Mixture Method Based Segmentation of the Human Brain.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

2006
Smooth functional and structural maps on the neocortex via orthonormal bases of the Laplace-Beltrami operator.
IEEE Trans. Med. Imaging, 2006

Abnormalities of hippocampal surface structure in very mild dementia of the Alzheimer type.
NeuroImage, 2006

Estimating linear cortical magnification in human primary visual cortex via dynamic programming.
NeuroImage, 2006

Geodesic Shooting for Computational Anatomy.
Journal of Mathematical Imaging and Vision, 2006

Segmenting magnetic resonance images via hierarchical mixture modelling.
Computational Statistics & Data Analysis, 2006

Diffeomorphic Matching of Diffusion Tensor Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005
Large deformation diffeomorphic metric mapping of vector fields.
IEEE Trans. Med. Imaging, 2005

A stochastic model for studying the laminar structure of cortex from MRI.
IEEE Trans. Med. Imaging, 2005

Clutter Invariant ATR.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Mapping postnatal mouse brain development with diffusion tensor microimaging.
NeuroImage, 2005

DTI tractography based parcellation of white matter: Application to the mid-sagittal morphology of corpus callosum.
NeuroImage, 2005

Preclinical detection of Alzheimer's disease: hippocampal shape and volume predict dementia onset in the elderly.
NeuroImage, 2005

Computing Large Deformation Metric Mappings via Geodesic Flows of Diffeomorphisms.
International Journal of Computer Vision, 2005

Semi-automated Basal Ganglia Segmentation Using Large Deformation Diffeomorphic Metric Mapping.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Large Deformation Diffeomorphic Metric Mapping of Fiber Orientations.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Computational Anatomy for Generating 3D Avatars and Boosting Face Recognition Systems.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Biomedical Informatics Research Network: Integrating Multi-Site Neuroimaging Data Acquisition, Data Sharing and Brain Morphometric Processing.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

2004
Landmark Matching via Large Deformation Diffeomorphisms on the Sphere.
Journal of Mathematical Imaging and Vision, 2004

2003
Semi-automated segmentation of cortical subvolumes via hierarchical mixture modeling.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

The Euler-Lagrange Equation for Interpolating Sequence of Landmark Datasets.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

The metric spaces, Euler equations, and normal geodesic image motions of computational anatomy.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
Information-Theoretic Bounds on Target Recognition Performance Based on Degraded Image Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Computational anatomy: computing metrics on anatomical shapes.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001
Group Actions, Homeomorphisms, and Matching: A General Framework.
International Journal of Computer Vision, 2001

Monte Carlo Techniques for Automated Target Recognition.
Proceedings of the Sequential Monte Carlo Methods in Practice, 2001

2000
Rate-distortion theory applied to automatic object recognition.
IEEE Trans. Information Theory, 2000

Asymptotic performance analysis of Bayesian target recognition.
IEEE Trans. Information Theory, 2000

Information measures for object recognition accommodating signature variability.
IEEE Trans. Information Theory, 2000

Landmark matching via large deformation diffeomorphisms.
IEEE Trans. Image Processing, 2000

Bayesian Segmentation via Asymptotic Partition Functions.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

1999
Landmark matching on brain surfaces via large deformation diffeomorphisms on the sphere.
Proceedings of the Medical Imaging 1999: Image Processing, 1999

1998
Dynamic Programming Generation of Curves on Brain Surfaces.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

Hilbert-Schmidt Lower Bounds for Estimators on Matrix Lie Groups for ATR.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

1997
Volumetric Transformation of Brain Anatomy.
IEEE Trans. Med. Imaging, 1997

Automatic target recognition organized via jump-diffusion algorithms.
IEEE Trans. Image Processing, 1997

On The Geometry and Shape of Brain Sub-Manifolds.
IJPRAI, 1997

Gaussian Random Fields on Sub-Manifolds for Characterizing Brain Surfaces.
Proceedings of the Information Processing in Medical Imaging, 1997

1996
Deformable templates using large deformation kinematics.
IEEE Trans. Image Processing, 1996

Individualizing Neuroanatomic Atlases Using a Massively Parallel Computer.
IEEE Computer, 1996

Individualizing Anatomical Atlases of the Head.
Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996

1995
Multiple target direction of arrival tracking.
IEEE Trans. Signal Processing, 1995

Conditional-mean estimation via jump-diffusion processes in multiple target tracking/recognition.
IEEE Trans. Signal Processing, 1995

Parallel algorithms for maximum a posteriori estimation of spin density and spin-spin decay in magnetic resonance imaging.
IEEE Trans. Med. Imaging, 1995

1994
Maximum-likelihood estimation of complex sinusoids and Toeplitz covariances.
IEEE Trans. Signal Processing, 1994

1993
3-D maximum a posteriori estimation for single photon emission computed tomography on massively-parallel computers.
IEEE Trans. Med. Imaging, 1993

Maximum a posteriori estimation for SPECT using regularization techniques on massively parallel computers.
IEEE Trans. Med. Imaging, 1993

Large deviations for coding Markov chains and Gibbs random fields.
IEEE Trans. Information Theory, 1993

1992
Entropies and combinatorics of random branching processes and context-free languages.
IEEE Trans. Information Theory, 1992

Large deviations for the asymptotics of Ziv-Lempel codes for 2-D Gibbs fields.
IEEE Trans. Information Theory, 1992

Combining stochastic and syntactic processing with analog computation methods.
Digital Signal Processing, 1992

1991
Representing and computing regular languages on massively parallel networks.
IEEE Trans. Neural Networks, 1991

1990
Maximum-likelihood narrow-band direction finding and the EM algorithm.
IEEE Trans. Acoustics, Speech, and Signal Processing, 1990

1989
The use of maximum likelihood estimation for forming images of diffuse radar targets from delay-Doppler data.
IEEE Trans. Information Theory, 1989

Bayesian Inference of Regular Grammar and Markov Source Models.
Proceedings of the Advances in Neural Information Processing Systems 2, 1989

1988
On the existence of positive-definite maximum-likelihood estimates of structured covariance matrices.
IEEE Trans. Information Theory, 1988


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