User profiles for M.I. Miller
 | Michael I. MillerProfessor and Director of Biomedical Engineering, Johns Hopkins University Verified email at jhu.edu Cited by 44906 |
On the metrics and Euler-Lagrange equations of computational anatomy
▪ Abstract This paper reviews literature, current concepts and approaches in computational
anatomy (CA). The model of CA is a Grenander deformable template, an orbit generated from …
anatomy (CA). The model of CA is a Grenander deformable template, an orbit generated from …
Functional and structural mapping of human cerebral cortex: solutions are in the surfaces
The human cerebral cortex is notorious for the depth and irregularity of its convolutions and
for its variability from one individual to the next. These complexities of cortical geography …
for its variability from one individual to the next. These complexities of cortical geography …
Measuring and mapping cardiac fiber and laminar architecture using diffusion tensor MR imaging
The ventricular myocardium is known to exhibit a complex spatial organization, with fiber
orientation varying as a function of transmural location. It is now well established that diffusion …
orientation varying as a function of transmural location. It is now well established that diffusion …
Computing large deformation metric mappings via geodesic flows of diffeomorphisms
… As well, as more anatomies are mapped in future, we will use the statistics of the anatomical
mappings to choose these coefficients (Grenander and Miller, 1998). We assume periodic …
mappings to choose these coefficients (Grenander and Miller, 1998). We assume periodic …
Stereotaxic white matter atlas based on diffusion tensor imaging in an ICBM template
Brain registration to a stereotaxic atlas is an effective way to report anatomic locations of
interest and to perform anatomic quantification. However, existing stereotaxic atlases lack …
interest and to perform anatomic quantification. However, existing stereotaxic atlases lack …
Deformable templates using large deformation kinematics
…, RD Rabbitt, MI Miller - IEEE transactions on …, 1996 - ieeexplore.ieee.org
… GE Christensen, RD Rabbitt, and MI Miller, “A deformable neuroanatomy textbook based on
… Grenander and MI Miller, “Representations of knowledge in complex systems,” J. Royal Stat…
… Grenander and MI Miller, “Representations of knowledge in complex systems,” J. Royal Stat…
[BOOK][B] Random point processes in time and space
DL Snyder, MI Miller - 2012 - books.google.com
This book is a revision of Random Point Processes written by DL Snyder and published by
John Wiley and Sons in 1975. More emphasis is given to point processes on …
John Wiley and Sons in 1975. More emphasis is given to point processes on …
Computational anatomy: An emerging discipline
U Grenander, MI Miller - Quarterly of applied mathematics, 1998 - ams.org
… Grenander, Mathematical textbook of deformable neuroanatomies, Proceedings of the
National Academy of Science, 90(24), December, 1993 GE Christensen, RD Rabbitt, and MI Miller…
National Academy of Science, 90(24), December, 1993 GE Christensen, RD Rabbitt, and MI Miller…
Representations of knowledge in complex systems
U Grenander, MI Miller - Journal of the Royal Statistical Society …, 1994 - Wiley Online Library
Modern sensor technologies, especially in biomedicine, produce increasingly detailed and
informative image ensembles, many extremely complex. It will be argued that pattern theory …
informative image ensembles, many extremely complex. It will be argued that pattern theory …
Volumetric transformation of brain anatomy
… [36] TJ Schaewe and MI Miller, “A maximum likelihood reconstruction algorithm for magnetic
… [37] TJ Schaewe and MI Miller, “A model-based approach to magnetic resonance image …
… [37] TJ Schaewe and MI Miller, “A model-based approach to magnetic resonance image …
