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Multi-figure anatomical objects for shape statistics.
Han Q, Pizer SM, Merck D, Joshi S, Jeong JY. Han Q, et al. Inf Process Med Imaging. 2005;19:701-12. doi: 10.1007/11505730_58. Inf Process Med Imaging. 2005. PMID: 17354737
Volumetric transformation of brain anatomy.
Christensen GE, Joshi SC, Miller MI. Christensen GE, et al. IEEE Trans Med Imaging. 1997 Dec;16(6):864-77. doi: 10.1109/42.650882. IEEE Trans Med Imaging. 1997. PMID: 9533586
The basis is defined by the Green's function of the elasticity operator placed at predefined locations in the anatomy and the eigenfunctions of the elasticity operator. ...
The basis is defined by the Green's function of the elasticity operator placed at predefined locations in the anatomy and the eigenfu …
Optimal data-driven sparse parameterization of diffeomorphisms for population analysis.
Durrleman S, Prastawa M, Gerig G, Joshi S. Durrleman S, et al. Inf Process Med Imaging. 2011;22:123-34. doi: 10.1007/978-3-642-22092-0_11. Inf Process Med Imaging. 2011. PMID: 21761651 Free PMC article.
Multivariate statistical analysis of deformation momenta relating anatomical shape to neuropsychological measures.
Singh N, Fletcher PT, Preston JS, Ha L, King R, Marron JS, Wiener M, Joshi S. Singh N, et al. Med Image Comput Comput Assist Interv. 2010;13(Pt 3):529-37. doi: 10.1007/978-3-642-15711-0_66. Med Image Comput Comput Assist Interv. 2010. PMID: 20879441
We report the results of this analysis on 313 subjects from the Mild Cognitive Impairment group in the Alzheimer's Disease Neuroimaging Initiative (ADNI)....
We report the results of this analysis on 313 subjects from the Mild Cognitive Impairment group in the Alzheimer's Disease Neuroimagi …
Manifold modeling for brain population analysis.
Gerber S, Tasdizen T, Thomas Fletcher P, Joshi S, Whitaker R; Alzheimers Disease Neuroimaging Initiative (ADNI). Gerber S, et al. Med Image Anal. 2010 Oct;14(5):643-53. doi: 10.1016/j.media.2010.05.008. Epub 2010 Jun 4. Med Image Anal. 2010. PMID: 20579930 Free PMC article.
4D MAP image reconstruction incorporating organ motion.
Hinkle J, Fletcher PT, Wang B, Salter B, Joshi S. Hinkle J, et al. Inf Process Med Imaging. 2009;21:676-87. doi: 10.1007/978-3-642-02498-6_56. Inf Process Med Imaging. 2009. PMID: 19694303
Quantifying anatomical shape variations in neurological disorders.
Singh N, Fletcher PT, Preston JS, King RD, Marron JS, Weiner MW, Joshi S; Alzheimer’s Disease Neuroimaging Initiative (ADNI). Singh N, et al. Med Image Anal. 2014 Apr;18(3):616-33. doi: 10.1016/j.media.2014.01.001. Epub 2014 Feb 11. Med Image Anal. 2014. PMID: 24667299 Free PMC article.
We evaluate the proposed methodology on the Alzheimer's Disease Neuroimaging Initiative (ADNI) database using baseline structural MR imaging data and neuropsychological evaluation test scores. ...This data-driven global analysis of brain anatomy was able to reach similar c …
We evaluate the proposed methodology on the Alzheimer's Disease Neuroimaging Initiative (ADNI) database using baseline structural MR …
A hierarchical geodesic model for diffeomorphic longitudinal shape analysis.
Singh N, Hinkle J, Joshi S, Fletcher PT. Singh N, et al. Inf Process Med Imaging. 2013;23:560-71. doi: 10.1007/978-3-642-38868-2_47. Inf Process Med Imaging. 2013. PMID: 24683999 Free PMC article.
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