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REFEREED PUBLICATIONS *
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Igor Yanovsky, Paul Thompson,
Stanley Osher, Alex Leow,
Topology Preserving
Log-Unbiased Nonlinear Image Registration: Theory and Implementation,
IEEE Conference on Computer Vision and Pattern Recognition, 2007.
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Igor Yanovsky, Stanley Osher,
Paul Thompson, Alex Leow,
Log-Unbiased
Large-Deformation Image Registration, Computer Vision Theory and Applications, vol. 1, pp. 272-279, 2007.
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Igor Yanovsky, Ming-Chang Chiang,
Paul Thompson, Andrea Klunder, James Becker, Simon Davis, Arthur Toga, Alex
Leow,
Quantifying Deformation Using Information
Theory: The Log-Unbiased Nonlinear Registration, IEEE International
Symposium on Biomedical Imaging, pp. 13-16, 2007.
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Igor Yanovsky, Paul Thompson,
Stanley Osher, Luminita Vese, Alex Leow,
Multiphase
Segmentation of Deformation using Logarithmic Priors, IEEE Computer Society Workshop on Image Registration and Fusion,
2007.
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Alex Leow, Igor Yanovsky,
Ming-Chang Chiang, Agatha Lee, Andrea Klunder, Allen Lu, James Becker, Simon
Davis, Arthur Toga, Paul Thompson,
Statistical
Properties of Jacobian Maps and the Realization of Unbiased
Large-Deformation Nonlinear Image Registration, IEEE
Transactions on Medical Imaging, vol. 26, no. 6, pp. 822-832, 2007.
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Igor Yanovsky, Paul Thompson,
Andrea Klunder, Arthur Toga, Alex Leow,
Local Volume
Change Maps in Nonrigid Registration: When Are Computed Changes Real?,
International Conference on Medical Image Computing and Computer Assisted
Intervention, Workshop on Statistical Registration, 2007.
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Igor Yanovsky, Paul Thompson,
Stanley Osher, Alex Leow,
Multimodal Unbiased Matching
via Mutual Information, Computational Imaging VI, IS&T/SPIE
Electronic Imaging, vol. 6814, 2008.
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Igor Yanovsky, Paul Thompson,
Stanley Osher, Xue Hua, David Shattuck, Arthur Toga, Alex Leow,
Validating Unbiased Registration on Longitudinal MRI
Scans from the ADNI, IEEE International Symposium on Biomedical
Imaging, pp. 1091-1094, 2008.
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Igor Yanovsky, Paul Thompson,
Stanley Osher, Alex Leow, Asymmetric and Symmetric
Unbiased Image Registration: Statistical Assessment of Performance,
Mathematical Methods in Biomedical Image Analysis, 2008.
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Igor Yanovsky, Carole Le
Guyader, Alex Leow, Paul Thompson, Luminita Vese, Nonlinear Elastic Registration with Unbiased Regularization in Three
Dimensions, The MIDAS Journal (549), 56–67,
http://hdl.handle.net/10380/1360, 2008.
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Igor Yanovsky, Carole Le
Guyader, Alex Leow, Arthur Toga, Paul Thompson, Luminita Vese,
Unbiased Volumetric Registration via Nonlinear Elastic
Regularization, Mathematical Foundations of Computational Anatomy,
pp. 1-8, 2008.
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Igor Yanovsky, Alex Leow, Suh
Lee, Stanley Osher, Paul Thompson, Comparing
Registration Methods for Mapping Brain Change using Tensor-Based Morphometry,
Medical Image Analysis, vol. 13, no. 5, 679-700, 2009.
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X. Hua, I. Yanovsky, A. Leow,
S. Lee, A. Ho, N. Parikshak,
A. Toga, C. Jack, M. Weiner, P. Thompson,
Tensor-based morphometry as surrogate marker for
Alzheimer's disease and mild cognitive impairment: Optimizing Statistical
Power, Alzheimer's and Dementia, 5(4):204-205, 2009.
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A. Leow, I. Yanovsky,
N. Parikshak, P. Thompson, et al.,
Alzheimer's Disease Neuroimaging
Initiative: A one-year follow up study using tensor-based morphometry
correlating degenerative rates, biomarkers and cognition,
NeuroImage, vol. 45, no. 3, pp. 635-655, 2009.
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X. Hua, S. Lee, I. Yanovsky, A. Leow, Y.
Chou, A. Ho, B. Gutman, A. Toga, C. Jack, M. Bernstein, E. Reiman, D.
Harvey, J. Kornak, N. Schuff, G. Alexander,
M. Weiner, P. Thompson, Optimizing Power to Track Brain Degeneration in Alzheimer's Disease and Mild
Cognitive Impairment with Tensor-Based Morphometry: An ADNI Study of 515
Subjects, NeuroImage, vol. 48, no. 4, 668-681, 2009.
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A. Ho, X. Hua, S. Lee, A. Leow, I. Yanovsky,
B. Gutman, I. Dinov, N. Lepore, J. Stein,
A. Toga, C. Jack, M. Bernstein, E. Reiman, D. Harvey, J. Kornak, N. Schuff, G. Alexander, M. Weiner,
P. Thompson, Comparing 3 T and
1.5 T MRI for tracking Alzheimer's disease progression with tensor-based
morphometry, Human Brain Mapping, vol. 31, no. 4, pp. 499-514,
2010.
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X. Hua, S. Lee, D. Hibar, I. Yanovsky, A. Leow,
A. Toga, C. Jack, M. Bernstein, E. Reiman, D. Harvey, J. Kornak, N.
Schuff, G. Alexander, M. Weiner, P. Thompson,
Mapping Alzheimer's disease
progression in 1309 MRI scans: Power estimates for different inter-scan
intervals, NeuroImage, vol. 51, no. 1, pp. 63-75,
2010.
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D. Lee, I. Dinov, B. Dong, B. Gutman, I. Yanovsky,
A. Toga, CUDA Optimization
strategies for compute- and memory-bound neuroimaging algorithms,
accepted by Computer Methods and Programs in Biomedicine, Elsevier,
2010.
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P. Lu, P. Thompson, A. Leow, G. Lee, A. Lee, I.
Yanovsky, N. Parikshak, T. Khoo, D. Geschwind, G. Bartzokis,
Apolipoprotein E genotype predicts
temporal and hippocampal atrophy in healthy elderly adults: A
tensor-based morphometry study, accepted by Neurobiology of
Aging, 2010.
*
Includes published papers only.
Does not include papers submitted, papers in progress, or preprints. |
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TECHNICAL REPORTS
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Igor Yanovsky, Stanley Osher,
Paul Thompson, Alex Leow,
An Information Theory
Approach to Nonlinear Image Registration, UCLA Computational and
Applied Mathematics Report 06-64, 2006.
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Igor Yanovsky, Paul Thompson,
Stanley Osher, Alex Leow,
Large Deformation Unbiased
Diffeomorphic Nonlinear Image Registration: Theory and Implementation,
UCLA Computational and Applied Mathematics Report 06-71, 2006.
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Igor Yanovsky, Paul Thompson,
Stanley Osher, Luminita Vese, Alex Leow,
Multiphase
Segmentation of Deformation using Logarithmic Priors, UCLA
Computational and Applied Mathematics Report 07-05, 2007.
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Igor Yanovsky, Paul Thompson,
Stanley Osher, Alex Leow,
Asymmetric and Symmetric
Unbiased Image Registration: Statistical Assessment of Performance,
UCLA Computational and Applied Mathematics Report 07-49, 2007.
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Igor Yanovsky, Carole Le Guyader, Alex Leow,
Paul Thompson, Luminita Vese,
Unbiased Volumetric
Registration via Nonlinear Elastic Regularization, UCLA Computational
and Applied Mathematics Report 08-27, 2008.
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Igor Yanovsky,
Unbiased
Nonlinear Image Registration, Ph.D. Dissertation, University of
California, Los Angeles, May 2008.
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Igor Yanovsky, Alex Leow, Suh
Lee, Stanley Osher, Paul Thompson,
Comparing
Registration Methods for Mapping Brain Change using Tensor-Based Morphometry,
UCLA Computational and Applied Mathematics Report 09-58, 2009.
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J. Ye, I. Yanovsky, B.
Dong, R. Gandlin, A. Brandt, S. Osher,
Multigrid Narrow Band Surface Reconstruction via
Level Set Functions, UCLA Computational and Applied
Mathematics Report 09-98, 2009.
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INVITED PRESENTATIONS
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International Conference on Computer
Vision Theory and Applications, Log-Unbiased Large-Deformation
Image Registration, Barcelona, Spain, March 8-11, 2007.
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IEEE Computer Society Workshop on
Image Registration and Fusion, Multiphase Segmentation of Deformation using
Logarithmic Priors, Minneapolis, Minnesota, June 23, 2007.
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International Conference on Medical Image Computing and
Computer Assisted Intervention, Workshop on Statistical Registration:
Pair-wise and Group-wise Alignment and Atlas Formation,
Local Volume Change Maps in Nonrigid
Registration, Brisbane, Australia, November 2, 2007.
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Annual Symposium of the International Society of Optical Engineering on
Electronic Imaging, Multimodal Unbiased Matching
via Mutual Information, San Jose, California, January 27-31, 2008.
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IEEE Conference on Computer Vision and Pattern Recognition, Tutorial on
Image Registration and Fusion, Anchorage, Alaska, June 24-26, 2008.
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Center for Domain Specific Computing,
Viscous Fluid Model for Large
Deformation Image Registration, Los Angeles, California, March
10, 2010.
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SIAM Conference on Imaging
Science, Unbiased Nonlinear Image
Registration, Chicago, Illinois, April
12-14, 2010.
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California State University,
Northridge, Applied Mathematics Seminar,
Inverse Problems in Remote Sensing,
Northridge, California, October 29, 2010.
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University of California, Los
Angeles, Image Processing Seminar, Inverse
Methods for Atmospheric Retrieval, Los
Angeles, California, November 12, 2010.
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ABSTRACTS and POSTERS
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Igor Yanovsky, Luminita Vese,
Stanley Osher, Ivo Dinov, Multiphase Segmentation of
Volumetric MRI Images, NSF VIGRE Research, University of California,
Los Angeles, 2005.
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Alexandre Cunha, Igor Yanovsky,
Ginmo Chung, Yonggang Shi, Stanley Osher, Luminita Vese, Alex Leow, Ivo
Dinov, Paul Thompson, Arthur Toga, The Variational
Brain, SIAM Conference on Computational Science & Engineering, Costa
Mesa, California, 2007.
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Igor
Yanovsky, Paul Thompson, Stanley Osher, Luminita Vese, Alex Leow,
Topology Preserving
Diffeomorphic Image Registration and its Application to Tracking of
Deforming Shapes,
NSF/IPAM Conference on Image Processing for Random Shapes: Applications to
Brain Mapping, Geophysics and Astrophysics, Los Angeles, California,
2007.
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Igor Yanovsky, Paul Thompson, Stanley
Osher, Alex Leow, Unbiased Nonlinear
Registration Methods: Statistical and Calibration Assessment of Performance,
NSF VIGRE Research, University of California, Los Angeles, 2007.
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Igor Yanovsky, Luminita Vese, Carole Le Guyader, Alex Leow, Stanley
Osher, Paul Thompson, Unbiased
Nonlinear Registration via Nonlinear Elastic and Viscous Fluid
Regularizations, Institute for Pure and Applied Mathematics (IPAM)
Conference on Numerics and Dynamics of Optimal Transport, Los Angeles,
California, 2008.
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Igor Yanovsky, Carole Le Guyader, Alex Leow, Paul Thompson, Luminita
Vese, Nonlinear Elastic Registration
with Unbiased Regularization in Three Dimensions, International
Conference on Medical Image Computing and Computer Assisted Intervention,
Computational Biomechanics for Medicine, New York, 2008.
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A. Liao, I. Yanovsky, N. Parikshak, X. Hua, S. Lee,
A. Toga, C. Jack, M. Weiner, P. Thompson,
Alzheimer's Disease Neuroimaging
Initiative: A One-year Follow up Study Correlating Degenerative Rates,
Biomarkers and Cognition, Annual meeting of the American College of
Neuropsychopharmacology, Scottsdale, Arizona, 2008.
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X. Hua, I. Yanovsky, A. Leow, S. Lee, A. Ho,
N. Parikshak,
A. Toga, C. Jack, M. Weiner, P. Thompson, Tensor-based morphometry as surrogate marker for
Alzheimer's disease and mild cognitive impairment: Optimizing Statistical
Power, Organization for Human Brain Mapping, San Francisco,
California, 2009.
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P. Thompson, X. Hua, I. Yanovsky, et al.,
Brain changes in 676 ADNI subjects: Summary of 10
studies using Tensor Based-Morphometry and Automated Hippocampal Mapping,
American Academy of Neurology, Seattle, Washington, 2009.
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X. Hua, S. Lee, A. Leow, I. Yanovsky, N.
Parikshak, Y. Chou, A. Ho, B. Gutman, A. Toga, C. Jack, M. Bernstein, E.
Reiman, D. Harvey, J. Kornak, N. Schuff, G. Alexander, M. Weiner, P.
Thompson, Neuroimaging biomarkers track brain
degeneration in 676 subjects with Alzheimer's disease, mild cognitive
impairment, and healthy controls, Society for Neuroscience, Chicago,
Illinois,
2009.
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A. Ho, X. Hua, S. Lee, A. Leow,
I. Yanovsky, B.
Gutman, I. Dinov, N. Lepore, J. Stein, A. Toga, C. Jack, M. Bernstein, E.
Reiman, D. Harvey, J. Kornak, N. Schuff, G. Alexander, M. Weiner, P.
Thompson, Tracking Alzheimer's Disease Progression:
Does 3 Tesla or 1.5 Tesla MRI Provide Greater Statistical Power?
Society for Neuroscience, Chicago, Illinois, 2009.
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B. Dong, J. Ye, I. Yanovsky, R. Gandlin, A. Brandt, S. Osher,
Surface Reconstruction and Biomedical Shape Processing and Analysis, SIAM
Conference on Imaging Science, Chicago, Illinois, 2010.
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X. Hua, S. Lee, D. Hibar, I.
Yanovsky, A. Leow, A. Toga, C. Jack, M. Bernstein, E. Reiman, D.
Harvey, J. Kornak, N. Schuff, G. Alexander, M. Weiner, P. Thompson,
Power estimates for MRI-based Alzheimer's disease
clinical trials using different inter-scan intervals,
Organization for Human Brain Mapping, Barcelona, Spain, 2010.
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B. Gutman, C. Svarer, A. Leow,
I. Yanovsky, A. Toga, P. Thompson, Creating
Unbiased Minimal Deformation Templates for Brain Volume Registration,
Organization for Human Brain Mapping, Barcelona, Spain, 2010.
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OTHER
REPORTS
Research Statement,
December 2007.
Oblique Shock Problem: Solution of Conservation
Laws on Non-Rectangular Grid, March 2005.
Eulerian Vortex Motion in Two and Three Dimensions,
June 2006. |
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HANDBOOKS
Igor Yanovsky,
Ordinary
Differential Equations: Graduate Level Problems and Solutions,
pp. 1-128, 2005.
Igor Yanovsky,
Partial Differential Equations: Graduate Level Problems and Solutions,
pp. 1-396, 2005.
Igor Yanovsky,
Real
Analysis and Multivariable Calculus: Graduate Level Problems and Solutions,
pp. 1-46, 2005.
Igor Yanovsky,
Linear Algebra:
Graduate Level Problems and Solutions,
pp. 1-36, 2005. |
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PROFESSIONAL ACTIVITIES Served as Journal Reviewer for:
IEEE Transactions on Pattern Recognition and Machine Intelligence
IEEE Transactions on Image Processing
ACM Transactions on Mathematical Software
Computers and Geosciences
Artificial Intelligence in Medicine
Served on the Scientific Committees and reviewed for many leading
conferences |
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