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Items: 1 to 20 of 26

1.

Examining the multifactorial nature of a cognitive process using Bayesian brain-behavior modeling.

Chen R, Herskovits EH.

Comput Med Imaging Graph. 2015 Apr;41:117-25. doi: 10.1016/j.compmedimag.2014.05.001. Epub 2014 May 10.

2.

Predictive models for subtypes of autism spectrum disorder based on single-nucleotide polymorphisms and magnetic resonance imaging.

Jiao Y, Chen R, Ke X, Cheng L, Chu K, Lu Z, Herskovits EH.

Adv Med Sci. 2011;56(2):334-42. doi: 10.2478/v10039-011-0042-y.

PMID:
22037176
3.

Dynamic Bayesian network modeling for longitudinal brain morphometry.

Chen R, Resnick SM, Davatzikos C, Herskovits EH.

Neuroimage. 2012 Feb 1;59(3):2330-8. doi: 10.1016/j.neuroimage.2011.09.023. Epub 2011 Sep 22.

4.

Graphical model based multivariate analysis (GAMMA): an open-source, cross-platform neuroimaging data analysis software package.

Chen R, Herskovits EH.

Neuroinformatics. 2012 Apr;10(2):119-27. doi: 10.1007/s12021-011-9129-7.

PMID:
21882083
5.

Structural MRI in autism spectrum disorder.

Chen R, Jiao Y, Herskovits EH.

Pediatr Res. 2011 May;69(5 Pt 2):63R-8R. doi: 10.1203/PDR.0b013e318212c2b3. Review.

6.

Machine-learning techniques for building a diagnostic model for very mild dementia.

Chen R, Herskovits EH.

Neuroimage. 2010 Aug 1;52(1):234-44. doi: 10.1016/j.neuroimage.2010.03.084. Epub 2010 Apr 9.

7.

Predictive models of autism spectrum disorder based on brain regional cortical thickness.

Jiao Y, Chen R, Ke X, Chu K, Lu Z, Herskovits EH.

Neuroimage. 2010 Apr 1;50(2):589-99. doi: 10.1016/j.neuroimage.2009.12.047. Epub 2009 Dec 21.

8.

Brain morphometry and intelligence quotient measurements in children with sickle cell disease.

Chen R, Pawlak MA, Flynn TB, Krejza J, Herskovits EH, Melhem ER.

J Dev Behav Pediatr. 2009 Dec;30(6):509-17. doi: 10.1097/DBP.0b013e3181c35ddf.

PMID:
19898248
9.

Voxel-based Bayesian lesion-symptom mapping.

Chen R, Herskovits EH.

Neuroimage. 2010 Jan 1;49(1):597-602. doi: 10.1016/j.neuroimage.2009.07.061. Epub 2009 Jul 30.

10.

Automated Bayesian segmentation of microvascular white-matter lesions in the ACCORD-MIND study.

Herskovits EH, Bryan RN, Yang F.

Adv Med Sci. 2008;53(2):182-90. doi: 10.2478/v10039-008-0039-3.

PMID:
18842559
11.

Integrating data-mining support into a brain-image database using open-source components.

Herskovits EH, Owis MI, Chen R.

Adv Med Sci. 2008;53(2):172-81. doi: 10.2478/v10039-008-0009-9. Erratum in: Adv Med Sci. 2013;58(1)184. Owis, M I [added].

PMID:
18467275
12.

Voxelwise Bayesian lesion-deficit analysis.

Chen R, Hillis AE, Pawlak M, Herskovits EH.

Neuroimage. 2008 May 1;40(4):1633-42. doi: 10.1016/j.neuroimage.2008.01.014. Epub 2008 Jan 26.

13.

Clinical diagnosis based on bayesian classification of functional magnetic-resonance data.

Chen R, Herskovits EH.

Neuroinformatics. 2007 Fall;5(3):178-88.

PMID:
17917129
14.

Graphical-model-based multivariate analysis of functional magnetic-resonance data.

Chen R, Herskovits EH.

Neuroimage. 2007 Apr 1;35(2):635-47. Epub 2007 Jan 25.

15.

Graphical-Model-based Morphometric Analysis.

Chen R, Herskovits EH.

IEEE Trans Med Imaging. 2005 Oct;24(10):1237-48.

PMID:
16229411
16.

Network analysis of mild cognitive impairment.

Chen R, Herskovits EH.

Neuroimage. 2006 Feb 15;29(4):1252-9. Epub 2005 Oct 5.

PMID:
16213161
17.

A Bayesian morphometry algorithm.

Herskovits EH, Peng H, Davatzikos C.

IEEE Trans Med Imaging. 2004 Jun;23(6):723-37.

PMID:
15191147
18.
20.

An architecture for a brain-image database.

Herskovits EH.

Methods Inf Med. 2000 Dec;39(4-5):291-7.

PMID:
11191696
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