Michael I. Miller

Shane Steinert-Threlkeld, Siamak Ardekani, José L. V. Mejino Jr., Landon Detwiler, James F. Brinkley, Michael Halle, Ron Kikinis, Raimond L. Winslow, Michael I. Miller, J. Tilak Ratnanather: Ontological labels for automated location of anatomical shape differences. Journal of Biomedical Informatics 45(3): 522-527 (2012)

Manisha Aggarwal, Wenzhen Duan, Zhipeng Hou, Neal Rakesh, Qi Peng, Christopher A. Ross, Michael I. Miller, Susumu Mori, Jiangyang Zhang: Spatiotemporal mapping of brain atrophy in mouse models of Huntington's disease using longitudinal in vivo magnetic resonance imaging. NeuroImage 60(4): 2086-2095 (2012)

Andreia Faria, Suresh Joel, Yajing Zhang, Kenichi Oishi, Peter C. M. van Zijl, Michael I. Miller, James J. Pekar, Susumu Mori: Atlas-based analysis of resting-state functional connectivity: Evaluation for reproducibility and multi-modal anatomy-function correlation studies. NeuroImage 61(3): 613-621 (2012)

Anqi Qiu, Laurent Younes, Michael I. Miller: Principal Component Based Diffeomorphic Surface Mapping. IEEE Trans. Med. Imaging 31(2): 302-311 (2012)

Fijoy Vadakkumpadan, Hermenegild Arevalo, Can Ceritoglu, Michael I. Miller, Natalia A. Trayanova: Image-Based Estimation of Ventricular Fiber Orientations for Personalized Modeling of Cardiac Electrophysiology. IEEE Trans. Med. Imaging 31(5): 1051-1060 (2012)

Sarah A. J. Reading, Kenichi Oishi, Graham W. Redgrave, Julie McEntee, Megan Shanahan, Nadine Yoritomo, Laurent Younes, Susumu Mori, Michael I. Miller, Peter C. M. van Zijl, Russell L. Margolis, Christopher A. Ross: Diffuse Abnormality of Low to Moderately Organized White Matter in Schizophrenia. Brain Connectivity 1(6): 511-519 (2011)

Elvan Ceyhan, Mirza Faisal Beg, Can Ceritoglu, Lei Wang, John C. Morris, John G. Csernansky, Michael I. Miller, J. Tilak Ratnanather: 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. 35(4): 275-293 (2011)

Daniel Jacob Tward, Can Ceritoglu, Anthony Kolasny, Gregory M. Sturgeon, William Paul Segars, Michael I. Miller, J. Tilak Ratnanather: Patient Specific Dosimetry Phantoms Using Multichannel LDDMM of the Whole Body. Int. J. Biomedical Imaging 2011 (2011)

Elvan Ceyhan, M. Hosakere, T. Nishino, J. Alexopoulos, R. D. Todd, Kelly N. Botteron, Michael I. Miller, J. Tilak Ratnanather: Statistical Analysis of Cortical Morphometrics Using Pooled Distances Based on Labeled Cortical Distance Maps. Journal of Mathematical Imaging and Vision 40(1): 20-35 (2011)

Nelson Chuang, Susumu Mori, Akira Yamamoto, Hangyi Jiang, Xin Ye, Xin Xu, Linda J. Richards, Jeremy Nathans, Michael I. Miller, Arthur W. Toga, Richard L. Sidman, Jiangyang Zhang: An MRI-based atlas and database of the developing mouse brain. NeuroImage 54(1): 80-89 (2011)

Andreia Faria, Alexander Hoon, Elaine Stashinko, Xin Li, Hangyi Jiang, Ameneh Mashayekh, Kazi Akhter, John T. Hsu, Kenichi Oishi, Jiangyang Zhang, Michael I. Miller, Peter C. M. van Zijl, Susumu Mori: Quantitative analysis of brain pathology based on MRI and brain atlases - Applications for cerebral palsy. NeuroImage 54(3): 1854-1861 (2011)

Andreia Faria, Alexander Hoon, Elaine Stashinko, Xin Li, Hangyi Jiang, Ameneh Mashayekh, Kazi Akhter, John T. Hsu, Kenichi Oishi, Jiangyang Zhang, Michael I. Miller, Peter C. M. van Zijl, Susumu Mori: Erratum to "Quantitative analysis of brain pathology based on MRI and brain atlases - Applications for cerebral palsy" [NeuroImage 54/3 (2011) 1854-1861]. NeuroImage 55(4): 1912-1913 (2011)

Kenichi Oishi, Susumu Mori, Pamela K. Donohue, Thomas Ernst, Lynn Anderson, Steven Buchthal, Andreia Faria, Hangyi Jiang, Xin Li, Michael I. Miller, Peter C. M. van Zijl, Linda Chang: Multi-contrast human neonatal brain atlas: Application to normal neonate development analysis. NeuroImage 56(1): 8-20 (2011)

Siamak Ardekani, Aastha Jain, Saurabh Jain, Theodore P. Abraham, Maria R. Abraham, Stefan Zimmerman, Raimond L. Winslow, Michael I. Miller, Laurent Younes: Matching Sparse Sets of Cardiac Image Cross-Sections Using Large Deformation Diffeomorphic Metric Mapping Algorithm. STACOM 2011: 234-243

Shane Steinert-Threlkeld, Siamak Ardekani, José L. V. Mejino Jr., Landon Detwiler, James F. Brinkley, Michael Halle, Ron Kikinis, Raimond L. Winslow, Michael I. Miller, J. Tilak Ratnanather: Ontological Labels for Automated Location of Left Ventricular Remodeling. ICSC 2011: 572-573

Jun Ma, Michael I. Miller, Laurent Younes: A Bayesian Generative Model for Surface Template Estimation. Int. J. Biomedical Imaging 2010 (2010)

Jiangyang Zhang, Qi Peng, Qing Li, Neda Jahanshad, Zhipeng Hou, Mali Jiang, Naoki Masuda, Douglas R. Langbehn, Michael I. Miller, Susumu Mori, Christopher A. Ross, Wenzhen Duan: Longitudinal characterization of brain atrophy of a Huntington's disease mouse model by automated morphological analyses of magnetic resonance images. NeuroImage 49(3): 2340-2351 (2010)

Andreia Faria, Jiangyang Zhang, Kenichi Oishi, Xin Li, Hangyi Jiang, Kazi Akhter, Laurent Hermoye, Seung-Koo Lee, Alexander Hoon, Elaine Stashinko, Michael I. Miller, Peter C. M. van Zijl, Susumu Mori: Atlas-based analysis of neurodevelopment from infancy to adulthood using diffusion tensor imaging and applications for automated abnormality detection. NeuroImage 52(2): 415-428 (2010)

Yajing Zhang, Jiangyang Zhang, Kenichi Oishi, Andreia Faria, Hangyi Jiang, Xin Li, Kazi Akhter, Pedro Rosa-Neto, G. Bruce Pike, Alan C. Evans, Arthur W. Toga, Roger P. Woods, John C. Mazziotta, Michael I. Miller, Peter C. M. van Zijl, Susumu Mori: Atlas-guided tract reconstruction for automated and comprehensive examination of the white matter anatomy. NeuroImage 52(4): 1289-1301 (2010)

Anqi Qiu, Timothy Brown, Bruce Fischl, Jun Ma, Michael I. Miller: Atlas Generation for Subcortical and Ventricular Structures With Its Applications in Shape Analysis. IEEE Transactions on Image Processing 19(6): 1539-1547 (2010)

Anqi Qiu, Warren D. Taylor, Zheen Zhao, James R. MacFall, Michael I. Miller, Cynthia R. Key, Martha E. Payne, David C. Steffens, K. Ranga R. Krishnan: APOE related hippocampal shape alteration in geriatric depression. NeuroImage 44(3): 620-626 (2009)

Weihong Zhang, Xin Li, Jiangyang Zhang, Andreas R. Luft, Daniel F. Hanley, Peter C. M. van Zijl, Michael I. Miller, Laurent Younes, Susumu Mori: Landmark-referenced voxel-based analysis of diffusion tensor images of the brainstem white matter tracts: Application in patients with middle cerebral artery stroke. NeuroImage 44(3): 906-913 (2009)

Kenichi Oishi, Andreia Faria, Hangyi Jiang, Xin Li, Kazi Akhter, Jiangyang Zhang, John T. Hsu, Michael I. Miller, Peter C. M. van Zijl, Marilyn S. Albert, Constantine Lyketsos, Roger P. Woods, Arthur W. Toga, G. Bruce Pike, Pedro Rosa-Neto, Alan C. Evans, John C. Mazziotta, Susumu Mori: Atlas-based whole brain white matter analysis using large deformation diffeomorphic metric mapping: Application to normal elderly and Alzheimer's disease participants. NeuroImage 46(2): 486-499 (2009)

Can Ceritoglu, Kenichi Oishi, Xin Li, Ming-Chung Chou, Laurent Younes, Marilyn S. Albert, Constantine Lyketsos, Peter C. M. van Zijl, Michael I. Miller, Susumu Mori: Multi-contrast large deformation diffeomorphic metric mapping for diffusion tensor imaging. NeuroImage 47(2): 618-627 (2009)

Anqi Qiu, Lei Wang, Laurent Younes, Michael P. Harms, J. Tilak Ratnanather, Michael I. Miller, John G. Csernansky: Neuroanatomical asymmetry patterns in individuals with schizophrenia and their non-psychotic siblings. NeuroImage 47(4): 1221-1229 (2009)

Siamak Ardekani, Robert G. Weiss, Albert C. Lardo, Richard T. George, Joao A. C. Lima, Katherine C. Wu, Michael I. Miller, Raimond L. Winslow, Laurent Younes: Cardiac Motion Analysis in Ischemic and Non-Ischemic Cardiomyopathy Using Parallel Transport. ISBI 2009: 899-902

Michael W. Trosset, Carey E. Priebe, Youngser Park, Michael I. Miller: Semisupervised learning from dissimilarity data. Computational Statistics & Data Analysis 52(10): 4643-4657 (2008)

Joan Glaunes, Anqi Qiu, Michael I. Miller, Laurent Younes: Large Deformation Diffeomorphic Metric Curve Mapping. International Journal of Computer Vision 80(3): 317-336 (2008)

Laurent Younes, Anqi Qiu, Raimond L. Winslow, Michael I. Miller: Transport of Relational Structures in Groups of Diffeomorphisms. Journal of Mathematical Imaging and Vision 32(1): 41-56 (2008)

Jun Ma, Michael I. Miller, Alain Trouvé, Laurent Younes: Bayesian template estimation in computational anatomy. NeuroImage 42(1): 252-261 (2008)

Anqi Qiu, Michael I. Miller: Multi-structure network shape analysis via normal surface momentum maps. NeuroImage 42(4): 1430-1438 (2008)

Kenichi Oishi, Karl Zilles, Katrin Amunts, Andreia Faria, Hangyi Jiang, Xin Li, Kazi Akhter, Kegang Hua, Roger Woods, Arthur W. Toga, G. Bruce Pike, Pedro Rosa-Neto, Alan C. Evans, Jiangyang Zhang, Hao Huang, Michael I. Miller, Peter C. M. van Zijl, John C. Mazziotta, Susumu Mori: Human brain white matter atlas: Identification and assignment of common anatomical structures in superficial white matter. NeuroImage 43(3): 447-457 (2008)

Lei Wang, Mirza Faisal Beg, J. Tilak Ratnanather, Can Ceritoglu, Laurent Younes, John C. Morris, John G. Csernansky, Michael I. Miller: Large Deformation Diffeomorphism and Momentum Based Hippocampal Shape Discrimination in Dementia of the Alzheimer type. IEEE Trans. Med. Imaging 26(4): 462-470 (2007)

Youngser Park, Carey E. Priebe, Kelly N. Botteron, Michael I. Miller, Nikhil R. Mohan: Hippocampus Shape-Space Analysis of Clinically Depressed, High Risk, and Control Populations. FBIT 2007: 465-469

Nayoung A. Lee, Carey E. Priebe, J. Tilak Ratnanather, Michael I. Miller: Validation of Alternating Kernel Mixture Method Based Segmentation of the Human Brain. FBIT 2007: 477-481

Anqi Qiu, Michael I. Miller: Cortical Hemisphere Registration Via Large Deformation Diffeomorphic Metric Curve Mapping. MICCAI (1) 2007: 186-193

Carey E. Priebe, Michael I. Miller, J. Tilak Ratnanather: Segmenting magnetic resonance images via hierarchical mixture modelling. Computational Statistics & Data Analysis 50(2): 551-567 (2006)

Michael I. Miller, Alain Trouvé, Laurent Younes: Geodesic Shooting for Computational Anatomy. Journal of Mathematical Imaging and Vision 24(2): 209-228 (2006)

Anqi Qiu, Dmitri Bitouk, Michael I. Miller: Smooth functional and structural maps on the neocortex via orthonormal bases of the Laplace-Beltrami operator. IEEE Trans. Med. Imaging 25(10): 1296-1306 (2006)

Mirza Faisal Beg, Michael I. Miller, Alain Trouvé, Laurent Younes: Computing Large Deformation Metric Mappings via Geodesic Flows of Diffeomorphisms. International Journal of Computer Vision 61(2): 139-157 (2005)

Dmitri Bitouk, Michael I. Miller, Laurent Younes: Clutter Invariant ATR. IEEE Trans. Pattern Anal. Mach. Intell. 27(5): 817-821 (2005)

Patrick Barta, Michael I. Miller, Anqi Qiu: A stochastic model for studying the laminar structure of cortex from MRI. IEEE Trans. Med. Imaging 24(6): 728-742 (2005)

Yan Cao, Michael I. Miller, Raimond L. Winslow, Laurent Younes: Large deformation diffeomorphic metric mapping of vector fields. IEEE Trans. Med. Imaging 24(9): 1216-1230 (2005)

Jorge Jovicich, Mirza Faisal Beg, Steve Pieper, Carey E. Priebe, Michael I. Miller, Randy L. Buckner, Bruce R. Rosen: Biomedical Informatics Research Network: Integrating Multi-Site Neuroimaging Data Acquisition, Data Sharing and Brain Morphometric Processing. CBMS 2005: 288-293

Yan Cao, Michael I. Miller, Raimond L. Winslow, Laurent Younes: Large Deformation Diffeomorphic Metric Mapping of Fiber Orientations. ICCV 2005: 1379-1386

Ali R. Khan, Elizabeth H. Aylward, Patrick Barta, Michael I. Miller, Mirza Faisal Beg: Semi-automated Basal Ganglia Segmentation Using Large Deformation Diffeomorphic Metric Mapping. MICCAI 2005: 238-245

Joan Glaunes, Marc Vaillant, Michael I. Miller: Landmark Matching via Large Deformation Diffeomorphisms on the Sphere. Journal of Mathematical Imaging and Vision 20(1-2): 179-200 (2004)

Michael I. Miller, Alain Trouvé, Laurent Younes: The metric spaces, Euler equations, and normal geodesic image motions of computational anatomy. ICIP (2) 2003: 635-638

Mirza Faisal Beg, Michael I. Miller, Alain Trouvé, Laurent Younes: The Euler-Lagrange Equation for Interpolating Sequence of Landmark Datasets. MICCAI (2) 2003: 918-925

Avinash Jain, Pierre Moulin, Michael I. Miller, Kannan Ramchandran: Information-Theoretic Bounds on Target Recognition Performance Based on Degraded Image Data. IEEE Trans. Pattern Anal. Mach. Intell. 24(9): 1153-1166 (2002)

Mirza Faisal Beg, Michael I. Miller, Alain Trouvé, Laurent Younes: Computational anatomy: computing metrics on anatomical shapes. ISBI 2002: 341-344

Michael I. Miller, Laurent Younes: Group Actions, Homeomorphisms, and Matching: A General Framework. International Journal of Computer Vision 41(1/2): 61-84 (2001)

Aaron D. Lanterman, Ulf Grenander, Michael I. Miller: Bayesian Segmentation via Asymptotic Partition Functions. IEEE Trans. Pattern Anal. Mach. Intell. 22(4): 337-347 (2000)

Sarang C. Joshi, Michael I. Miller: Landmark matching via large deformation diffeomorphisms. IEEE Transactions on Image Processing 9(8): 1357-1370 (2000)

Ulf Grenander, Anuj Srivastava, Michael I. Miller: Asymptotic performance analysis of Bayesian target recognition. IEEE Transactions on Information Theory 46(4): 1658-1665 (2000)

Matthew L. Cooper, Michael I. Miller: Information measures for object recognition accommodating signature variability. IEEE Transactions on Information Theory 46(5): 1896-1907 (2000)

Eli Shusterman, Michael I. Miller, Bixio Rimoldi: Rate-distortion theory applied to automatic object recognition. IEEE Transactions on Information Theory 46(5): 1921-1927 (2000)

Ulf Grenander, Michael I. Miller, Anuj Srivastava: Hilbert-Schmidt Lower Bounds for Estimators on Matrix Lie Groups for ATR. IEEE Trans. Pattern Anal. Mach. Intell. 20(8): 790-802 (1998)

N. Khaneja, Michael I. Miller, Ulf Grenander: Dynamic Programming Generation of Curves on Brain Surfaces. IEEE Trans. Pattern Anal. Mach. Intell. 20(11): 1260-1265 (1998)

Sarang C. Joshi, Michael I. Miller, Ulf Grenander: On The Geometry and Shape of Brain Sub-Manifolds. IJPRAI 11(8): 1317-1343 (1997)

Michael I. Miller, Ulf Grenander, Joseph A. O'Sullivan, Donald L. Snyder: Automatic target recognition organized via jump-diffusion algorithms. IEEE Transactions on Image Processing 6(1): 157-174 (1997)

Gary E. Christensen, Sarang C. Joshi, Michael I. Miller: Volumetric Transformation of Brain Anatomy. IEEE Trans. Med. Imaging 16(6): 864-877 (1997)

Sarang C. Joshi, Ayananshu Banerjee, Gary E. Christensen, John G. Csernansky, John W. Haller, Michael I. Miller, Lei E. Wang: Gaussian Random Fields on Sub-Manifolds for Characterizing Brain Surfaces. IPMI 1997: 381-386

Gary E. Christensen, Michael I. Miller, Michael W. Vannier, Ulf Grenander: Individualizing Neuroanatomic Atlases Using a Massively Parallel Computer. IEEE Computer 29(1): 32-38 (1996)

Gary E. Christensen, Richard D. Rabbitt, Michael I. Miller: Deformable templates using large deformation kinematics. IEEE Transactions on Image Processing 5(10): 1435-1447 (1996)

Gary E. Christensen, Sarang C. Joshi, Michael I. Miller: Individualizing Anatomical Atlases of the Head. VBC 1996: 343-348

A. Srivastava, Michael I. Miller, Ulf Grenander: Multiple target direction of arrival tracking. IEEE Transactions on Signal Processing 43(5): 1282-1285 (1995)

Michael I. Miller, Anuj Srivastava, Ulf Grenander: Conditional-mean estimation via jump-diffusion processes in multiple target tracking/recognition. IEEE Transactions on Signal Processing 43(11): 2678-2690 (1995)

Michael J. Turmon, Michael I. Miller: Maximum-likelihood estimation of complex sinusoids and Toeplitz covariances. IEEE Transactions on Signal Processing 42(5): 1074-1086 (1994)

Yali Amit, Michael I. Miller: Large deviations for coding Markov chains and Gibbs random fields. IEEE Transactions on Information Theory 39(1): 109-118 (1993)

Yali Amit, Michael I. Miller: Large deviations for the asymptotics of Ziv-Lempel codes for 2-D Gibbs fields. IEEE Transactions on Information Theory 38(4): 1271-1275 (1992)

Michael I. Miller, Joseph A. O'Sullivan: Entropies and combinatorics of random branching processes and context-free languages. IEEE Transactions on Information Theory 38(4): 1292-1310 (1992)

Donald L. Snyder, Joseph A. O'Sullivan, Michael I. Miller: The use of maximum likelihood estimation for forming images of diffuse radar targets from delay-Doppler data. IEEE Transactions on Information Theory 35(3): 536-548 (1989)

Kurt R. Smith, Michael I. Miller: Bayesian Inference of Regular Grammar and Markov Source Models. NIPS 1989: 388-395

Daniel R. Fuhrmann, Michael I. Miller: On the existence of positive-definite maximum-likelihood estimates of structured covariance matrices. IEEE Transactions on Information Theory 34(4): 722-729 (1988)