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Statistical Properties of Jacobian Maps and the Realization of Unbiased Large-Deformation Nonlinear Image Registration

Alex D. Leow, Igor Yanovsky, Ming-Chang Chiang, Agatha D. Lee, Andrea D. Klunder, Allen Lu, James T. Becker, Simon W. Davis, Arthur W. Toga, Paul M. Thompson
<span title="">2007</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yhnt2pif75h2bmnnmdg7m6nlc4" style="color: black;">IEEE Transactions on Medical Imaging</a> </i> &nbsp;
Here, we provide rigorous mathematical analyses of the Jacobian maps, and use it to motivate a new numerical method to construct unbiased nonlinear image registration.  ...  With this framework, unbiased image registration can be constructed by quantifying the symmetric KL-distance between the identity map and the resulting deformation.  ...  et al.: STATISTICAL PROPERTIES OF JACOBIAN MAPS AND THE REALIZATION OF UNBIASED LARGE-DEFORMATION NONLINEAR IMAGE REGISTRATION 5 Fig. 1 . 1 Fig. 1.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tmi.2007.892646">doi:10.1109/tmi.2007.892646</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/17679333">pmid:17679333</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yxxolz5xjrbhdgqdcwbyoqgv6i">fatcat:yxxolz5xjrbhdgqdcwbyoqgv6i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20100712055107/http://www.loni.ucla.edu/~thompson/PDF/tmiMay07-leow-proof.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/10/49/1049251ad67845ad0d30f9ab371268fbe6249c2b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tmi.2007.892646"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

CUDA optimization strategies for compute- and memory-bound neuroimaging algorithms

Daren Lee, Ivo Dinov, Bin Dong, Boris Gutman, Igor Yanovsky, Arthur W. Toga
<span title="">2012</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yejgm3i4j5ehxbahbzb42nncke" style="color: black;">Computer Methods and Programs in Biomedicine</a> </i> &nbsp;
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  ...  Leow, Log-Unbiased Large-Deformation Image Registration, Computer Vision Theory and Applications, vol. 1, pp. 272-279, 2007 . • I. Yanovsky, M. Chiang, P. Thompson, A. Klunder, J. Becker, S.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.cmpb.2010.10.013">doi:10.1016/j.cmpb.2010.10.013</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/21159404">pmid:21159404</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3262956/">pmcid:PMC3262956</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wq4nfp7k5bejpc7sk6y55y55ju">fatcat:wq4nfp7k5bejpc7sk6y55y55ju</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20111110102259/http://www.math.ucla.edu:80/~yanovsky/files/yanovsky_cv.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ff/20/ff208e0cdc07fb1e8807691e3a37326ca0c13653.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.cmpb.2010.10.013"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3262956" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Comparing registration methods for mapping brain change using tensor-based morphometry

Igor Yanovsky, Alex D. Leow, Suh Lee, Stanley J. Osher, Paul M. Thompson
<span title="">2009</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kpkfymbkufcnzjfc5ydyokby4y" style="color: black;">Medical Image Analysis</a> </i> &nbsp;
Moreover, they measured biological deformations more accurately by penalizing bias in the corresponding statistical maps.  ...  We compare matching functionals (sum of squared differences and mutual information), as well as large deformation registration schemes (viscous fluid and inverse-consistent linear elastic registration  ...  The work of Paul Thompson was also supported in part by the National Center for Research Resources, the National Institute for Biomedical Imaging and Bioengineering, the National Institute of Aging, and  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.media.2009.06.002">doi:10.1016/j.media.2009.06.002</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/19631572">pmid:19631572</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC2773147/">pmcid:PMC2773147</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xc6az4iatzdgrhkrbyxnwnsvgi">fatcat:xc6az4iatzdgrhkrbyxnwnsvgi</a> </span>
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Multimodal unbiased image matching via mutual information

Igor Yanovsky, Paul M. Thompson, Stanley J. Osher, Alex D. Leow, Charles A. Bouman, Eric L. Miller, Ilya Pollak
<span title="2008-02-14">2008</span> <i title="SPIE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4kpm5ghnvzh75d3h3ltzowpyjm" style="color: black;">Computational Imaging VI</a> </i> &nbsp;
A thorough statistical analysis demonstrated the advantages of the proposed model over the multimodal fluid registration method when recovering deformation fields and corresponding Jacobian maps.  ...  The new multimodal unbiased matching method, which allows for large topology preserving deformations, was tested using pairs of two and three dimensional serial MRI images.  ...  In 7, 8 we systematically examined the statistical properties of Jacobian maps (the determinant of the local Jacobian operator applied to the deformations), and proposed an unbiased large-deformation image  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1117/12.775762">doi:10.1117/12.775762</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cimaging/YanovskyTOL08.html">dblp:conf/cimaging/YanovskyTOL08</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/42cgo5zdjbbdhdh7yqje4s2qpi">fatcat:42cgo5zdjbbdhdh7yqje4s2qpi</a> </span>
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Topology Preserving Log-Unbiased Nonlinear Image Registration: Theory and Implementation

Igor Yanovsky, Paul M. Thompson, Stanley Osher, Alex D. Leow
<span title="">2007</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ilwxppn4d5hizekyd3ndvy2mii" style="color: black;">2007 IEEE Conference on Computer Vision and Pattern Recognition</a> </i> &nbsp;
We apply information theory to quantify the magnitude of deformations and examine the statistical distributions of Jacobian maps in the logarithmic space.  ...  In this paper, we present a novel framework for constructing large deformation log-unbiased image registration models that generate theoretically and intuitively correct deformation maps.  ...  The authors would like to thank James Becker and Simon Davis at the University of Pittsburgh for providing the MRI dataset.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cvpr.2007.383144">doi:10.1109/cvpr.2007.383144</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cvpr/YanovskyTOL07.html">dblp:conf/cvpr/YanovskyTOL07</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qqb47iicfjeifpumi5qi557q7e">fatcat:qqb47iicfjeifpumi5qi557q7e</a> </span>
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2007 Index IEEE Transactions on Medical Imaging Vol. 26

<span title="">2007</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yhnt2pif75h2bmnnmdg7m6nlc4" style="color: black;">IEEE Transactions on Medical Imaging</a> </i> &nbsp;
., +, TMI Oct. 2007 1357-1365 Statistical Properties of Jacobian Maps and the Realization of Unbiased Large-Deformation Nonlinear Image Registration. Leow, A.  ...  ., +, TMI April 2007 471-478 Statistical Properties of Jacobian Maps and the Realization of Unbiased Large-Deformation Nonlinear Image Registration. Leow, A.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tmi.2007.912905">doi:10.1109/tmi.2007.912905</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4kodjew23ffjvebqt5fopjo5oa">fatcat:4kodjew23ffjvebqt5fopjo5oa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20151003004458/http://ieeexplore.ieee.org/ielx5/42/4383554/04390107.pdf?tp=&amp;arnumber=4390107&amp;isnumber=4383554" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/96/42/9642d7fed350a9ac0c472f905added758205191d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tmi.2007.912905"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Transformation Invariant Control of _newline Voxel-Wise False Discovery Rate

Junning Li, Yonggang Shi, Arthur W. Toga
<span title="">2016</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yhnt2pif75h2bmnnmdg7m6nlc4" style="color: black;">IEEE Transactions on Medical Imaging</a> </i> &nbsp;
Multiple testing for statistical maps remains a critical and challenging problem in brain mapping.  ...  Experiments with synthetic, semi-synthetic and real images demonstrate that our method significantly reduces FDR inconsistency introduced by the choice of testing spaces.  ...  of Defense award number W81XWH- We acknowledge the MR images distributed by the project "Neurodevelopmental Genomics: Trajectories of Complex Phenotypes".  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tmi.2016.2554554">doi:10.1109/tmi.2016.2554554</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/27101602">pmid:27101602</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5052119/">pmcid:PMC5052119</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wqyaqh3tvra2zn2nekyjsixfhu">fatcat:wqyaqh3tvra2zn2nekyjsixfhu</a> </span>
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Motion Correction in Dual Gated Cardiac PET Using Mass-Preserving Image Registration

F. Gigengack, L. Ruthotto, M. Burger, C. H. Wolters, Xiaoyi Jiang, K. P. Schafers
<span title="">2012</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yhnt2pif75h2bmnnmdg7m6nlc4" style="color: black;">IEEE Transactions on Medical Imaging</a> </i> &nbsp;
Respiratory and cardiac motion leads to image degradation in positron emission tomography (PET) studies of the human heart.  ...  In this paper we present a novel approach to motion correction based on dual gating and mass-preserving hyperelastic image registration.  ...  The list modedriven gating was performed with the help of Florian Büther and his gating software.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tmi.2011.2175402">doi:10.1109/tmi.2011.2175402</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/22084048">pmid:22084048</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nbzaffweqzbszhkra3i6nrvdsq">fatcat:nbzaffweqzbszhkra3i6nrvdsq</a> </span>
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Bayesian Fully Convolutional Networks for Brain Image Registration

Kunpeng Cui, Panpan Fu, Yinghao Li, Yusong Lin, Jialin Peng
<span title="2021-07-26">2021</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cswd2rqrire6lgrsm56kv4adue" style="color: black;">Journal of Healthcare Engineering</a> </i> &nbsp;
Experimental results show that the registration accuracy of the proposed method is better than that of the methods, and its antifolding performance is comparable to that of fast image registration and  ...  Existing registration methods only consider registration accuracy but largely neglect the uncertainty of registration results.  ...  We also evaluated the regularity of deformation fields. Specifically, the Jacobian matrix captures the local properties of ϕ around voxel p.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/5528160">doi:10.1155/2021/5528160</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34354807">pmid:34354807</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8331272/">pmcid:PMC8331272</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/n7xd6dwkmvgqzkn74yzrsagjcm">fatcat:n7xd6dwkmvgqzkn74yzrsagjcm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210805192201/https://downloads.hindawi.com/journals/jhe/2021/5528160.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ea/9a/ea9a2a7f59a2472c9066f0241692b4303bd4ebc3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/5528160"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8331272" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Brain Functional Localization: A Survey of Image Registration Techniques

Ali Gholipour, Nasser Kehtarnavaz, Richard Briggs, Michael Devous, Kaundinya Gopinath
<span title="">2007</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yhnt2pif75h2bmnnmdg7m6nlc4" style="color: black;">IEEE Transactions on Medical Imaging</a> </i> &nbsp;
Functional localization is a concept which involves the application of a sequence of geometrical and statistical image processing operations in order to define the location of brain activity or to produce  ...  and classification of the image registration techniques related to this problem.  ...  The statistics of deformation fields and gradient maps of the atlas transformations can be used to characterize the differences between diseased and normal brains for such cases.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tmi.2007.892508">doi:10.1109/tmi.2007.892508</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/17427731">pmid:17427731</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uktzooy7uzapzoi3oqogwvevge">fatcat:uktzooy7uzapzoi3oqogwvevge</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808152004/http://eecs.vanderbilt.edu/courses/cs359/other_links/papers/2007_Gholipour_TMI_registration_for_fMRI.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/43/b1/43b1ef49a78c8bf20cc33f4814a4930bdee52239.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tmi.2007.892508"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Multivariate MR Biomarkers Better Predict Cognitive Dysfunction in Mouse Models of Alzheimers Disease [article]

Alexandra Badea, Natalie A Delpratt, RJ Anderson, Russell Dibb, Yi Qi, Hongjiang Wei, Chunlei Liu, William C Wetsel, Brian B Avants, Carol Colton
<span title="2018-12-28">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
These regions included the hippocampus, olfactory areas, entorhinal cortex and cerebellum. The image based properties of these regions were used to predict spatial memory.  ...  For each imaging marker, eigenanatomy revealed networks underpinning a range of cognitive functions including memory, motor function, and associative learning.  ...  Acknowledgments Imaging was performed at the Center for In Vivo Microscopy, supported through P41 EB015897 (G Allan Johnson).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1812.11001v1">arXiv:1812.11001v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x4bog23b2nf27gcemorkepugda">fatcat:x4bog23b2nf27gcemorkepugda</a> </span>
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Estimating anatomical trajectories with Bayesian mixed-effects modeling

G. Ziegler, W.D. Penny, G.R. Ridgway, S. Ourselin, K.J. Friston
<span title="">2015</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sa477uo7lveh7hchpikpixop5u" style="color: black;">NeuroImage</a> </i> &nbsp;
Bayesian inference on individual and group trajectories is realized using Posterior Probability Maps (PPM).  ...  In addition to parameter inference, the framework affords comparisons of models with varying combinations of model order for fixed and random effects using model evidence.  ...  ADNI is funded by the National Institute on Aging, the National Institute of Biomedical Imaging and Bioengineering, and through generous contributions from the following: Alzheimer's Conflict of interest  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.neuroimage.2015.06.094">doi:10.1016/j.neuroimage.2015.06.094</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26190405">pmid:26190405</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4607727/">pmcid:PMC4607727</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fi66bfj7avbx3chyouml6jhbdm">fatcat:fi66bfj7avbx3chyouml6jhbdm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190414232212/https://core.ac.uk/download/pdf/82028036.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/da/11/da112718168e505606befad5e211ebc6a6e99b89.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.neuroimage.2015.06.094"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4607727" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Geodesic Entropic Graphs for Dimension and Entropy Estimation in Manifold Learning

J.A. Costa, A.O. Hero
<span title="">2004</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/gkn2pu46ozb4tmkxczacnmtvkq" style="color: black;">IEEE Transactions on Signal Processing</a> </i> &nbsp;
We illustrate the GMST approach on standard synthetic manifolds as well as on real data sets consisting of images of faces.  ...  Specifically, we view the sample points as realizations of an unknown multivariate density supported on an unknown smooth manifold.  ...  ACKNOWLEDGMENT The authors acknowledge and thank the creators of Yale Face Database B for making their face image data publicly available. The authors would also like to thank H. Neemuchwala and A.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tsp.2004.831130">doi:10.1109/tsp.2004.831130</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lon4gmz5wzfyva7o2rv2eizjsa">fatcat:lon4gmz5wzfyva7o2rv2eizjsa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829210101/http://web.eecs.umich.edu/~hero/Preprints/GeodesicEntropicGraphs.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3d/09/3d09149170341e3726c37163b4b3c2b2c8e91258.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tsp.2004.831130"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Brain Imaging and Neurodevelopment in HIV-uninfected Thai Children Born to HIV-infected Mothers

Neda Jahanshad, Marie-Claude Couture, Wasana Prasitsuebsai, Talia M. Nir, Linda Aurpibul, Paul M. Thompson, Kanchana Pruksakaew, Sukalaya Lerdlum, Pannee Visrutaratna, Stephanie Catella, Akash Desai, Stephen J. Kerr (+4 others)
<span title="">2015</span> <i title="Ovid Technologies (Wolters Kluwer Health)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4l7cr5vru5gdtklarna2x2mvs4" style="color: black;">The Pediatric Infectious Disease Journal</a> </i> &nbsp;
Maps of brain volume and microstructural anatomy were compared across groups; associations were tested between neuroimaging measures and concurrent neuropsychological test performance.  ...  Maps of brain volume and microstructural anatomy were compared across groups; associations were tested between neuroimaging measures and concurrent neuropsychological test performance.  ...  Statistical properties of Jacobian maps and the realization of unbiased large-deformation nonlinear image registration. IEEE Trans Med Imaging. 2007;26(6):822-832. 42.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1097/inf.0000000000000774">doi:10.1097/inf.0000000000000774</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26090574">pmid:26090574</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4575227/">pmcid:PMC4575227</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cfyu6lcdtzgyxocak7hcrrgtdi">fatcat:cfyu6lcdtzgyxocak7hcrrgtdi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190303105625/http://pdfs.semanticscholar.org/b449/6cfe9a3918b92ecb2a039282138bf8a6b0ca.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b4/49/b4496cfe9a3918b92ecb2a039282138bf8a6b0ca.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1097/inf.0000000000000774"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4575227" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Neuroimaging of structural pathology and connectomics in traumatic brain injury: Toward personalized outcome prediction

Andrei Irimia, Bo Wang, Stephen R. Aylward, Marcel W. Prastawa, Danielle F. Pace, Guido Gerig, David A. Hovda, Ron Kikinis, Paul M. Vespa, John D. Van Horn
<span title="">2012</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/47gmsc3hojdm5kdlgbg4peyvyi" style="color: black;">NeuroImage: Clinical</a> </i> &nbsp;
and network analysis to identify outcome biomarkers, and (3) the application of multivariate statistics to predict outcome using neuroimaging metrics.  ...  Recent contributions to the body of knowledge on traumatic brain injury (TBI) favor the view that multimodal neuroimaging using structural and functional magnetic resonance imaging (MRI and fMRI, respectively  ...  Fig. 4 . 4 Segmentation of lesions in both acute and chronic images and visualization of the deformation field via the Jacobian determinant.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.nicl.2012.08.002">doi:10.1016/j.nicl.2012.08.002</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/24179732">pmid:24179732</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3757727/">pmcid:PMC3757727</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2yxon4yu6rfrlfpton5qc4k5si">fatcat:2yxon4yu6rfrlfpton5qc4k5si</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190321011921/https://core.ac.uk/download/pdf/82287440.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/64/61/6461d55bda04101e180c278ae7cb42cfdc1a9004.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.nicl.2012.08.002"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3757727" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>
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