Michael I. Miller
Affiliations:- Johns Hopkins University, USA
According to our database1,
Michael I. Miller
authored at least 162 papers
between 1987 and 2024.
Collaborative distances:
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on cis.jhu.edu
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Bibliography
2024
Neuroinformatics, January, 2024
2023
BrainLine: An Open Pipeline for Connectivity Analysis of Heterogeneous Whole-Brain Fluorescence Volumes.
Neuroinformatics, October, 2023
Proceedings of the Conference on Lifelong Learning Agents, 2023
2022
2021
Corrigendum to "Robust Diffeomorphic Mapping via Geodesically Controlled Active Shapes".
Int. J. Biomed. Imaging, 2021
Fitting Splines to Axonal Arbors Quantifies Relationship Between Branch Order and Geometry.
Frontiers Neuroinformatics, 2021
From Picoscale Pathology to Decascale Disease: Image Registration with a Scattering Transform and Varifolds for Manipulating Multiscale Data.
Proceedings of the Multimodal Learning for Clinical Decision Support, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
Multi-atlas tool for automated segmentation of brain gray matter nuclei and quantification of their magnetic susceptibility.
NeuroImage, 2019
Expanding the Computational Anatomy Gateway from clinical imaging to basic neuroscience research.
Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), 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
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. USA, 2018
On variational solutions for whole brain serial-section histology using a Sobolev prior in the computational anatomy random orbit model.
PLoS Comput. Biol., 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
Unbiased Diffeomorphic Mapping of Longitudinal Data with Simultaneous Subject Specific Template Estimation.
Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 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
SIAM J. Imaging Sci., 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 Anal., 2016
MRICloud: Delivering High-Throughput MRI Neuroinformatics as Cloud-Based Software as a Service.
Comput. Sci. Eng., 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
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 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
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
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
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Int. J. Biomed. Imaging, 2013
Frontiers Neuroinformatics, 2013
Cortico-Cortical, Cortico-Striatal, and Cortico-Thalamic White Matter Fiber Tracts Generated in the Macaque Brain via Dynamic Programming.
Brain Connect., 2013
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. Medical Imaging, 2012
IEEE Trans. Medical 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
J. Biomed. 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
Statistical Analysis of Cortical Morphometrics Using Pooled Distances Based on Labeled Cortical Distance Maps.
J. Math. Imaging Vis., 2011
Int. J. Biomed. 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.
Comput. Medical Imaging Graph., 2011
Brain Connect., 2011
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 Process., 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
Int. J. Biomed. 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
Neuroanatomical asymmetry patterns in individuals with schizophrenia and their non-psychotic siblings.
NeuroImage, 2009
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
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
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
J. Math. Imaging Vis., 2008
2007
Large Deformation Diffeomorphism and Momentum Based Hippocampal Shape Discrimination in Dementia of the Alzheimer type.
IEEE Trans. Medical Imaging, 2007
Evidence of slow maturation of the superior longitudinal fasciculus in early childhood by diffusion tensor imaging.
NeuroImage, 2007
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. Medical 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
Comput. Stat. Data Anal., 2006
Characterization of Mouse Brain and Its Development using Diffusion Tensor Imaging and Computational Techniques.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
2005
IEEE Trans. Medical Imaging, 2005
IEEE Trans. Medical Imaging, 2005
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
Int. J. Comput. Vis., 2005
Semi-automated Basal Ganglia Segmentation Using Large Deformation Diffeomorphic Metric Mapping.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
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
J. Math. Imaging Vis., 2004
2003
Changes in hippocampal volume and shape across time distinguish dementia of the Alzheimer type from healthy aging☆.
NeuroImage, 2003
Dynamic programming generation of boundaries of local coordinatized submanifolds in the neocortex: application to the planum temporale.
NeuroImage, 2003
Semi-automated segmentation of cortical subvolumes via hierarchical mixture modeling.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
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
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
2001
Int. J. Comput. Vis., 2001
Proceedings of the Sequential Monte Carlo Methods in Practice, 2001
2000
IEEE Trans. Inf. Theory, 2000
IEEE Trans. Inf. Theory, 2000
IEEE Trans. Inf. Theory, 2000
IEEE Trans. Image Process., 2000
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
IEEE Trans. Pattern Anal. Mach. Intell., 1998
IEEE Trans. Pattern Anal. Mach. Intell., 1998
1997
IEEE Trans. Image Process., 1997
Int. J. Pattern Recognit. Artif. Intell., 1997
Proceedings of the Information Processing in Medical Imaging, 1997
1996
IEEE Trans. Image Process., 1996
Computer, 1996
Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996
1995
Conditional-mean estimation via jump-diffusion processes in multiple target tracking/recognition.
IEEE Trans. Signal Process., 1995
Parallel algorithms for maximum a posteriori estimation of spin density and spin-spin decay in magnetic resonance imaging.
IEEE Trans. Medical Imaging, 1995
1994
IEEE Trans. Signal Process., 1994
1993
3-D maximum a posteriori estimation for single photon emission computed tomography on massively-parallel computers.
IEEE Trans. Medical Imaging, 1993
Maximum a posteriori estimation for SPECT using regularization techniques on massively parallel computers.
IEEE Trans. Medical Imaging, 1993
IEEE Trans. Inf. Theory, 1993
1992
Entropies and combinatorics of random branching processes and context-free languages.
IEEE Trans. Inf. Theory, 1992
IEEE Trans. Inf. Theory, 1992
Digit. Signal Process., 1992
1991
IEEE Trans. Neural Networks, 1991
1990
IEEE Trans. Acoust. Speech Signal Process., 1990
A Bayesian approach incorporating Rissanen complexity for learning Markov random field texture models.
Proceedings of the 1990 International Conference on Acoustics, 1990
Stochastic representation of memoryless Boolean functions: application to boundary estimation at low contrast.
Proceedings of the 1990 International Conference on Acoustics, 1990
1989
The use of maximum likelihood estimation for forming images of diffuse radar targets from delay-Doppler data.
IEEE Trans. Inf. Theory, 1989
Proceedings of the Advances in Neural Information Processing Systems 2, 1989
Proceedings of the IEEE International Conference on Acoustics, 1989
A unified approach for hierarchical imaging based on joint hypothesis testing and parameter estimation.
Proceedings of the IEEE International Conference on Acoustics, 1989
1988
On the existence of positive-definite maximum-likelihood estimates of structured covariance matrices.
IEEE Trans. Inf. Theory, 1988
Bayesian imaging using Good's roughness measure-implementation on a massively parallel processor.
Proceedings of the IEEE International Conference on Acoustics, 1988
1987
The role of likelihood and entropy in incomplete-data problems: Applications to estimating point-process intensities and toeplitz constrained covariances.
Proc. IEEE, 1987