Davatzikos C - Search Results

1

Multisite Machine Learning Analysis Provides a Robust Structural Imaging Signature of Schizophrenia Detectable Across Diverse Patient Populations and Within Individuals.

Rozycki M, Satterthwaite TD, Koutsouleris N, Erus G, Doshi J, Wolf DH, Fan Y, Gur RE, Gur RC, Meisenzahl EM, Zhuo C, Yin H, Yan H, Yue W, Zhang D, Davatzikos C. Rozycki M, et al. Among authors: davatzikos c. Schizophr Bull. 2018 Aug 20;44(5):1035-1044. doi: 10.1093/schbul/sbx137. Schizophr Bull. 2018. PMID: 29186619 Free PMC article.

2

Morphological classification of brains via high-dimensional shape transformations and machine learning methods.

Lao Z, Shen D, Xue Z, Karacali B, Resnick SM, Davatzikos C. Lao Z, et al. Among authors: davatzikos c. Neuroimage. 2004 Jan;21(1):46-57. doi: 10.1016/j.neuroimage.2003.09.027. Neuroimage. 2004. PMID: 14741641

3

Quantification of facial expressions using high-dimensional shape transformations.

Verma R, Davatzikos C, Loughead J, Indersmitten T, Hu R, Kohler C, Gur RE, Gur RC. Verma R, et al. Among authors: davatzikos c. J Neurosci Methods. 2005 Jan 30;141(1):61-73. doi: 10.1016/j.jneumeth.2004.05.016. J Neurosci Methods. 2005. PMID: 15585289

4

Classifying spatial patterns of brain activity with machine learning methods: application to lie detection.

Davatzikos C, Ruparel K, Fan Y, Shen DG, Acharyya M, Loughead JW, Gur RC, Langleben DD. Davatzikos C, et al. Neuroimage. 2005 Nov 15;28(3):663-8. doi: 10.1016/j.neuroimage.2005.08.009. Epub 2005 Oct 5. Neuroimage. 2005. PMID: 16169252 Clinical Trial.

5

Whole-brain morphometric study of schizophrenia revealing a spatially complex set of focal abnormalities.

Davatzikos C, Shen D, Gur RC, Wu X, Liu D, Fan Y, Hughett P, Turetsky BI, Gur RE. Davatzikos C, et al. Arch Gen Psychiatry. 2005 Nov;62(11):1218-27. doi: 10.1001/archpsyc.62.11.1218. Arch Gen Psychiatry. 2005. PMID: 16275809

6

Classification of structural images via high-dimensional image warping, robust feature extraction, and SVM.

Fan Y, Shen D, Davatzikos C. Fan Y, et al. Among authors: davatzikos c. Med Image Comput Comput Assist Interv. 2005;8(Pt 1):1-8. doi: 10.1007/11566465_1. Med Image Comput Comput Assist Interv. 2005. PMID: 16685822 Clinical Trial.

7

Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging.

Davatzikos C, Fan Y, Wu X, Shen D, Resnick SM. Davatzikos C, et al. Neurobiol Aging. 2008 Apr;29(4):514-23. doi: 10.1016/j.neurobiolaging.2006.11.010. Epub 2006 Dec 14. Neurobiol Aging. 2008. PMID: 17174012 Free PMC article.

8

COMPARE: classification of morphological patterns using adaptive regional elements.

Fan Y, Shen D, Gur RC, Gur RE, Davatzikos C. Fan Y, et al. Among authors: davatzikos c. IEEE Trans Med Imaging. 2007 Jan;26(1):93-105. doi: 10.1109/TMI.2006.886812. IEEE Trans Med Imaging. 2007. PMID: 17243588

9

Unaffected family members and schizophrenia patients share brain structure patterns: a high-dimensional pattern classification study.

Fan Y, Gur RE, Gur RC, Wu X, Shen D, Calkins ME, Davatzikos C. Fan Y, et al. Among authors: davatzikos c. Biol Psychiatry. 2008 Jan 1;63(1):118-24. doi: 10.1016/j.biopsych.2007.03.015. Epub 2007 Jun 6. Biol Psychiatry. 2008. PMID: 17555720 Free PMC article.

10

Diagnosis of brain abnormality using both structural and functional MR images.

Fan Y, Rao H, Giannetta J, Hurt H, Wang J, Davatzikos C, Shen D. Fan Y, et al. Among authors: davatzikos c. Conf Proc IEEE Eng Med Biol Soc. 2006;2006:1044-7. doi: 10.1109/IEMBS.2006.259260. Conf Proc IEEE Eng Med Biol Soc. 2006. PMID: 17946017

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