Literature DB >> 24849118

[Neuroimaging in psychiatry: multivariate analysis techniques for diagnosis and prognosis].

J Kambeitz1, N Koutsouleris.   

Abstract

BACKGROUND: Multiple studies successfully applied multivariate analysis to neuroimaging data demonstrating the potential utility of neuroimaging for clinical diagnostic and prognostic purposes.
OBJECTIVES: Summary of the current state of research regarding the application of neuroimaging in the field of psychiatry.
MATERIAL AND METHODS: Literature review of current studies.
RESULTS: Results of current studies indicate the potential application of neuroimaging data across various diagnoses, such as depression, schizophrenia, bipolar disorder and dementia. Potential applications include disease classification, differential diagnosis and prediction of disease course.
CONCLUSION: The results of the studies are heterogeneous although some studies report promising findings. Further multicentre studies are needed with clearly specified patient populations to systematically investigate the potential utility of neuroimaging for the clinical routine.

Entities:  

Mesh:

Year:  2014        PMID: 24849118     DOI: 10.1007/s00115-014-4022-x

Source DB:  PubMed          Journal:  Nervenarzt        ISSN: 0028-2804            Impact factor:   1.214


  70 in total

1.  Disease prediction in the at-risk mental state for psychosis using neuroanatomical biomarkers: results from the FePsy study.

Authors:  Nikolaos Koutsouleris; Stefan Borgwardt; Eva M Meisenzahl; Ronald Bottlender; Hans-Jürgen Möller; Anita Riecher-Rössler
Journal:  Schizophr Bull       Date:  2011-11-10       Impact factor: 9.306

2.  Neural correlates of sad faces predict clinical remission to cognitive behavioural therapy in depression.

Authors:  Sergi G Costafreda; Akash Khanna; Janaina Mourao-Miranda; Cynthia H Y Fu
Journal:  Neuroreport       Date:  2009-05-06       Impact factor: 1.837

3.  Aberrant functional connectivity for diagnosis of major depressive disorder: a discriminant analysis.

Authors:  Longlong Cao; Shuixia Guo; Zhimin Xue; Yong Hu; Haihong Liu; Tumbwene E Mwansisya; Weidan Pu; Bo Yang; Chang Liu; Jianfeng Feng; Eric Y H Chen; Zhening Liu
Journal:  Psychiatry Clin Neurosci       Date:  2013-10-31       Impact factor: 5.188

4.  Integrating neurobiological markers of depression.

Authors:  Tim Hahn; Andre F Marquand; Ann-Christine Ehlis; Thomas Dresler; Sarah Kittel-Schneider; Tomasz A Jarczok; Klaus-Peter Lesch; Peter M Jakob; Janaina Mourao-Miranda; Michael J Brammer; Andreas J Fallgatter
Journal:  Arch Gen Psychiatry       Date:  2010-12-06

5.  Multivariate deformation-based analysis of brain atrophy to predict Alzheimer's disease in mild cognitive impairment.

Authors:  Stefan J Teipel; Christine Born; Michael Ewers; Arun L W Bokde; Maximilian F Reiser; Hans-Jürgen Möller; Harald Hampel
Journal:  Neuroimage       Date:  2007-07-18       Impact factor: 6.556

6.  Affective modulation of external misattribution bias in source monitoring in schizophrenia.

Authors:  S G Costafreda; G Brébion; P Allen; P K McGuire; C H Y Fu
Journal:  Psychol Med       Date:  2008-04-01       Impact factor: 7.723

7.  Longitudinal progression of Alzheimer's-like patterns of atrophy in normal older adults: the SPARE-AD index.

Authors:  Christos Davatzikos; Feng Xu; Yang An; Yong Fan; Susan M Resnick
Journal:  Brain       Date:  2009-05-04       Impact factor: 13.501

8.  Identify schizophrenia using resting-state functional connectivity: an exploratory research and analysis.

Authors:  Yan Tang; Lifeng Wang; Fang Cao; Liwen Tan
Journal:  Biomed Eng Online       Date:  2012-08-16       Impact factor: 2.819

9.  Classification of first-episode schizophrenia patients and healthy subjects by automated MRI measures of regional brain volume and cortical thickness.

Authors:  Yoichiro Takayanagi; Tsutomu Takahashi; Lina Orikabe; Yuriko Mozue; Yasuhiro Kawasaki; Kazue Nakamura; Yoko Sato; Masanari Itokawa; Hidenori Yamasue; Kiyoto Kasai; Masayoshi Kurachi; Yuji Okazaki; Michio Suzuki
Journal:  PLoS One       Date:  2011-06-21       Impact factor: 3.240

10.  Accuracy of dementia diagnosis: a direct comparison between radiologists and a computerized method.

Authors:  Stefan Klöppel; Cynthia M Stonnington; Josephine Barnes; Frederick Chen; Carlton Chu; Catriona D Good; Irina Mader; L Anne Mitchell; Ameet C Patel; Catherine C Roberts; Nick C Fox; Clifford R Jack; John Ashburner; Richard S J Frackowiak
Journal:  Brain       Date:  2008-10-03       Impact factor: 13.501

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