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Items: 1 to 20 of 207

1.

Can structural MRI aid in clinical classification? A machine learning study in two independent samples of patients with schizophrenia, bipolar disorder and healthy subjects.

Schnack HG, Nieuwenhuis M, van Haren NE, Abramovic L, Scheewe TW, Brouwer RM, Hulshoff Pol HE, Kahn RS.

Neuroimage. 2014 Jan 1;84:299-306. doi: 10.1016/j.neuroimage.2013.08.053. Epub 2013 Sep 1.

PMID:
24004694
2.

DTI based diagnostic prediction of a disease via pattern classification.

Ingalhalikar M, Kanterakis S, Gur R, Roberts TP, Verma R.

Med Image Comput Comput Assist Interv. 2010;13(Pt 1):558-65.

PMID:
20879275
3.

COMPARE: classification of morphological patterns using adaptive regional elements.

Fan Y, Shen D, Gur RC, Gur RE, Davatzikos C.

IEEE Trans Med Imaging. 2007 Jan;26(1):93-105.

PMID:
17243588
4.

Binary classification of ¹⁸F-flutemetamol PET using machine learning: comparison with visual reads and structural MRI.

Vandenberghe R, Nelissen N, Salmon E, Ivanoiu A, Hasselbalch S, Andersen A, Korner A, Minthon L, Brooks DJ, Van Laere K, Dupont P.

Neuroimage. 2013 Jan 1;64:517-25. doi: 10.1016/j.neuroimage.2012.09.015. Epub 2012 Sep 14.

PMID:
22982358
5.

Automatic statistical shape analysis of cerebral asymmetry in 3D T1-weighted magnetic resonance images at vertex-level: application to neuroleptic-naïve schizophrenia.

Pepe A, Zhao L, Koikkalainen J, Hietala J, Ruotsalainen U, Tohka J.

Magn Reson Imaging. 2013 Jun;31(5):676-87. doi: 10.1016/j.mri.2012.10.021. Epub 2013 Jan 20.

PMID:
23337078
6.

Detection of temporal lobe epilepsy using support vector machines in multi-parametric quantitative MR imaging.

Cantor-Rivera D, Khan AR, Goubran M, Mirsattari SM, Peters TM.

Comput Med Imaging Graph. 2015 Apr;41:14-28. doi: 10.1016/j.compmedimag.2014.07.002. Epub 2014 Jul 21.

PMID:
25103878
7.

Classification of schizophrenia patients and healthy controls from structural MRI scans in two large independent samples.

Nieuwenhuis M, van Haren NE, Hulshoff Pol HE, Cahn W, Kahn RS, Schnack HG.

Neuroimage. 2012 Jul 2;61(3):606-12. doi: 10.1016/j.neuroimage.2012.03.079. Epub 2012 Apr 4.

PMID:
22507227
8.

Regional structural characterization of the brain of schizophrenia patients.

Yushkevich P, Dubb A, Xie Z, Gur R, Gur R, Gee J.

Acad Radiol. 2005 Oct;12(10):1250-61.

PMID:
16179202
9.

Cortical hemisphere registration via large deformation diffeomorphic metric curve mapping.

Qiu A, Miller MI.

Med Image Comput Comput Assist Interv. 2007;10(Pt 1):186-93.

10.

Fractal dimension analysis of MR images reveals grey matter structure irregularities in schizophrenia.

Sandu AL, Rasmussen IA Jr, Lundervold A, Kreuder F, Neckelmann G, Hugdahl K, Specht K.

Comput Med Imaging Graph. 2008 Mar;32(2):150-8. Epub 2007 Dec 18.

PMID:
18068333
11.

Automated computer differential classification in Parkinsonian Syndromes via pattern analysis on MRI.

Duchesne S, Rolland Y, Vérin M.

Acad Radiol. 2009 Jan;16(1):61-70. doi: 10.1016/j.acra.2008.05.024.

PMID:
19064213
12.

Female children with autism spectrum disorder: an insight from mass-univariate and pattern classification analyses.

Calderoni S, Retico A, Biagi L, Tancredi R, Muratori F, Tosetti M.

Neuroimage. 2012 Jan 16;59(2):1013-22. doi: 10.1016/j.neuroimage.2011.08.070. Epub 2011 Aug 27.

PMID:
21896334
13.

Machine learning study of several classifiers trained with texture analysis features to differentiate benign from malignant soft-tissue tumors in T1-MRI images.

Juntu J, Sijbers J, De Backer S, Rajan J, Van Dyck D.

J Magn Reson Imaging. 2010 Mar;31(3):680-9. doi: 10.1002/jmri.22095.

PMID:
20187212
14.

Longitudinal loss of gray matter volume in patients with first-episode schizophrenia: DARTEL automated analysis and ROI validation.

Asami T, Bouix S, Whitford TJ, Shenton ME, Salisbury DF, McCarley RW.

Neuroimage. 2012 Jan 16;59(2):986-96. doi: 10.1016/j.neuroimage.2011.08.066. Epub 2011 Sep 5.

15.

On classifying disease-induced patterns in the brain using diffusion tensor images.

Wang P, Verma R.

Med Image Comput Comput Assist Interv. 2008;11(Pt 1):908-16.

PMID:
18979832
16.

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

Fan Y, Shen D, Davatzikos C.

Med Image Comput Comput Assist Interv. 2005;8(Pt 1):1-8.

PMID:
16685822
17.

Anatomical brain images alone can accurately diagnose chronic neuropsychiatric illnesses.

Bansal R, Staib LH, Laine AF, Hao X, Xu D, Liu J, Weissman M, Peterson BS.

PLoS One. 2012;7(12):e50698. doi: 10.1371/journal.pone.0050698. Epub 2012 Dec 7.

18.

White matter density in patients with schizophrenia, bipolar disorder and their unaffected relatives.

McIntosh AM, Job DE, Moorhead TW, Harrison LK, Lawrie SM, Johnstone EC.

Biol Psychiatry. 2005 Aug 1;58(3):254-7.

PMID:
15939409
19.

Research on the segmentation of MRI image based on multi-classification support vector machine.

Guo L, Liu X, Wu Y, Yan W, Shen X.

Conf Proc IEEE Eng Med Biol Soc. 2007;2007:6020-3.

PMID:
18003386
20.

A unified framework for MR based disease classification.

Pohl KM, Sabuncu MR.

Inf Process Med Imaging. 2009;21:300-13.

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