Abstract

Medical imaging modalities, such as magnetic resonance (MR), histological images, and positron emission tomography (PET), enable study of anatomy and function in animals and humans. The technology to collect such data greatly exceeds tools to analyze it. This research seeks to address this issue by developing methods that automatically synthesize labeled electronic atlases tailored to individuals. The approach

Citations

1273	Robot Vision - Horn - 1986
989	Spline models for observational data - Wahba - 1990
612	Brownian Motion and Stochastic Calculus - Karatzas, Shreve - 1988
260	Multiresolution elastic matching - Bajcsy, Kovacic� - 1989
174	Representation of knowledge in complex systems (with discussion section - Grenander, Miller - 1994
167	Finite difference schemes and partial differential equations (2nd - Strikwerda - 2007
129	Physically-based Facial Modelling, Analysis, and Animation - Terzopoulos, Waters - 1990
111	Structural image restoration through deformable template - Amit, Grenander, et al.
92	Introduction to the Mechanics of a Continuous Medium - Malvern - 1969
91	Mathematical textbook of deformable neuroanatomies - Miller, Christensen, et al. - 1993
84	Detection, Estimation, and Modulation Theory Part I - Trees - 1968
84	Morphometric Tools for Landmarks Data - Bookstein - 1991
77	3D brain mapping using a deformable neuroanatomy - Christensen, Rabbitt, et al. - 1994
53	Accurate three dimensional registration of ct, pet and/or mr images of the brain - Pelizzari, Chen, et al. - 1989
53	Model-based 3-D segmentation of multiple sclerosis lesions in magnetic resonance brain images - Kamber, Shinghal, et al. - 1995
51	Warping of computerized 3D atlas to match brain image volumes for quantitative neuroanatomical and functionnal analysis - Evans, Collins, et al. - 1991
46	A nonlinear variational problem for image matching - Amit - 1994
33	Deblurring subject to nonnegativity constraints - Snyder, Schulz, et al. - 1992
33	Analytical Methods in Vibrations - Meirovitch - 1967
32	Bayesian reconstruction based on flexible prior models - Hanson - 1993
30	Stochastic Processes in Engineering Systems - Wong, Hajek - 1985
29	A deformable neuroanatomy textbook based on viscous fluid mechanics - Christensen, Rabbitt, et al. - 1993
25	Advanced Calculus - Buck - 1978
23	Anatomical-functional Correlation Using an Adjustable MRIbased Region of Interest Atlas with Positron Emission Tomography - Evans, Beil, et al. - 1988
20	A computerized brain atlas: Construction, anatomical content, and some applications - Greitz, Bohm, et al. - 1991
19	Bayesian image reconstruction for emission tomography: Implementation of the EM algorithm and Good's roughness prior on massively parallel processors - Miller, Roysam - 1991
18	A stereotactic method of anatomical localization for positron emission tomography - Fox, Perlmutter, et al. - 1985
14	Energy and Variational Methods in Applied Mechanics - Reddy - 1984
12	Edge information at landmarks in medical images - Bookstein, Green
12	Noise and filtration in magnetic resonance imaging - McVeigh, Henkelman, et al. - 1985
11	Representing and computing regular languages on massively parallel networks - Miller, Roysam, et al. - 1991
11	A framework for finite strain elastoplasticity based on maximum plastic dissipation and the multiplicative decomposition: Part ii. computational aspects - Simo - 1988
9	Jump-diffusion processes for abduction and recognition of biological shapes - Grenander, Miller - 1991
9	Evaluation of Elastic Matching System for Anatomic (CT - Dann, Hoford, et al. - 1989
8	Planning for image-guided radiosurgery - Schweikard, Tombropoulos, et al.
8	Structure of the Human Brain: a Photographic Atlas (3rd edn - DeArmond, Fusco, et al. - 1989
7	Automated registration for enhanced reality visualization in surgery - Grimson, Lozano-Perez, et al. - 1994
6	A nonhomogenous markov process for the estimation of gaussian random fields with non-linear observations. The Annals of Probability - Amit, Piccioni - 1664
6	A mathematical model for positron-emission tomography systems having time-of-flight measurements - Snyder, Thomas, et al. - 1981
5	Mitochondria, membranes and amoebae: 1,2 and 3 dimensional shape models - Miller, Joshi, et al. - 1994
5	Intraoperative Localization Using a Three Dimensional Optical Digitizer - Bucholz
4	Deformable anatomical data bases using global shape models: A position paper for the 1992 electronic imaging of the human body workshop - Grenander, Miller, et al. - 1992
3	Framework for the generation of 3d anatomical atlases - Hohne, Pommert, et al. - 1992
3	Global shape models for optical sectioning microscopy - Joshi, Miller, et al. - 1992
3	Automated segmentation of biological shapes in electron microscopic autoradiography - Miller, Maffitt, et al. - 1991
3	Computer generated visual assistance to a surgical operation: the retroperitoneoscopy - Bainville, Chaffanjon, et al.
2	Vislan: Combining intra-operative video and pre-operative images for surgical guidance - Colchester, Evans, et al. - 1994
2	Bayesian Modeling of Uncertainy in Low-Level Vision - Szeliski - 1989
2	Variational principles in hydrodynamics - Mittag, Stephen, et al. - 1968
2	A maximum likelihood reconstruction algorithm for magnetic resonance imaging - Schaewe, Miller - 1990