Literature DB >> 20706554

Canonical Correlation Analysis for Data Fusion and Group Inferences: Examining applications of medical imaging data.

Nicolle M Correa, Tülay Adali, Yi-Ou Li, Vince D Calhoun.   

Abstract

Entities:  

Year:  2010        PMID： 20706554      PMCID： PMC2919827          DOI： 10.1109/MSP.2010.936725

Source DB:  PubMed          Journal:  IEEE Signal Process Mag        ISSN： 1053-5888            Impact factor:   12.551


× No keyword cloud information.
  24 in total

1.  Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm.

Authors:  Y Zhang; M Brady; S Smith
Journal:  IEEE Trans Med Imaging       Date:  2001-01       Impact factor: 10.048

2.  Rapid and effective correction of RF inhomogeneity for high field magnetic resonance imaging.

Authors:  M S Cohen; R M DuBois; M M Zeineh
Journal:  Hum Brain Mapp       Date:  2000-08       Impact factor: 5.038

3.  Exploratory fMRI analysis by autocorrelation maximization.

Authors:  Ola Friman; Magnus Borga; Peter Lundberg; Hans Knutsson
Journal:  Neuroimage       Date:  2002-06       Impact factor: 6.556

4.  Separation of a mixture of independent signals using time delayed correlations.

Authors: 
Journal:  Phys Rev Lett       Date:  1994-06-06       Impact factor: 9.161

Review 5.  Structural and functional magnetic resonance imaging in psychiatric disorders.

Authors:  Godfrey D Pearlson; Vince Calhoun
Journal:  Can J Psychiatry       Date:  2007-03       Impact factor: 4.356

6.  Adaptive segmentation of MRI data.

Authors:  W M Wells; W L Grimson; R Kikinis; F A Jolesz
Journal:  IEEE Trans Med Imaging       Date:  1996       Impact factor: 10.048

7.  An information-maximization approach to blind separation and blind deconvolution.

Authors:  A J Bell; T J Sejnowski
Journal:  Neural Comput       Date:  1995-11       Impact factor: 2.026

Review 8.  Structural brain imaging in schizophrenia: a selective review.

Authors:  G D Pearlson; L Marsh
Journal:  Biol Psychiatry       Date:  1999-09-01       Impact factor: 13.382

Review 9.  Review of MR image segmentation techniques using pattern recognition.

Authors:  J C Bezdek; L O Hall; L P Clarke
Journal:  Med Phys       Date:  1993 Jul-Aug       Impact factor: 4.071

10.  Canonical Correlation Analysis for Feature-Based Fusion of Biomedical Imaging Modalities and Its Application to Detection of Associative Networks in Schizophrenia.

Authors:  Nicolle M Correa; Yi-Ou Li; Tülay Adalı; Vince D Calhoun
Journal:  IEEE J Sel Top Signal Process       Date:  2008-12-01       Impact factor: 6.856
View more
  37 in total

1.  Canonical Granger causality between regions of interest.

Authors:  Syed Ashrafulla; Justin P Haldar; Anand A Joshi; Richard M Leahy
Journal:  Neuroimage       Date:  2013-06-27       Impact factor: 6.556

2.  Multivariate group-level analysis for task fMRI data with canonical correlation analysis.

Authors:  Xiaowei Zhuang; Zhengshi Yang; Karthik R Sreenivasan; Virendra R Mishra; Tim Curran; Rajesh Nandy; Dietmar Cordes
Journal:  Neuroimage       Date:  2019-03-17       Impact factor: 6.556

3.  Inter-subject alignment of MEG datasets in a common representational space.

Authors:  Qiong Zhang; Jelmer P Borst; Robert E Kass; John R Anderson
Journal:  Hum Brain Mapp       Date:  2017-06-23       Impact factor: 5.038

4.  Assessment of mental stress effects on prefrontal cortical activities using canonical correlation analysis: an fNIRS-EEG study.

Authors:  Fares Al-Shargie; Tong Boon Tang; Masashi Kiguchi
Journal:  Biomed Opt Express       Date:  2017-04-19       Impact factor: 3.732

5.  Applying tensor-based morphometry to parametric surfaces can improve MRI-based disease diagnosis.

Authors:  Yalin Wang; Lei Yuan; Jie Shi; Alexander Greve; Jieping Ye; Arthur W Toga; Allan L Reiss; Paul M Thompson
Journal:  Neuroimage       Date:  2013-02-20       Impact factor: 6.556

6.  Roy's largest root under rank-one perturbations: the complex valued case and applications.

Authors:  Prathapasinghe Dharmawansa; Boaz Nadler; Ofer Shwartz
Journal:  J Multivar Anal       Date:  2019-07-02       Impact factor: 1.473

7.  Machine Learning in Medical Imaging.

Authors:  Miles N Wernick; Yongyi Yang; Jovan G Brankov; Grigori Yourganov; Stephen C Strother
Journal:  IEEE Signal Process Mag       Date:  2010-07       Impact factor: 12.551

8.  Multi-Level Canonical Correlation Analysis for Standard-Dose PET Image Estimation.

Authors:  Ehsan Adeli; David S Lalush
Journal:  IEEE Trans Image Process       Date:  2016-05-11       Impact factor: 10.856

9.  Three-way (N-way) fusion of brain imaging data based on mCCA+jICA and its application to discriminating schizophrenia.

Authors:  Jing Sui; Hao He; Godfrey D Pearlson; Tülay Adali; Kent A Kiehl; Qingbao Yu; Vince P Clark; Eduardo Castro; Tonya White; Bryon A Mueller; Beng C Ho; Nancy C Andreasen; Vince D Calhoun
Journal:  Neuroimage       Date:  2012-10-26       Impact factor: 6.556

10.  Canonical correlation analysis of brain prefrontal activity measured by functional near infra-red spectroscopy (fNIRS) during a moral judgment task.

Authors:  Hadis Dashtestani; Rachel Zaragoza; Hamed Pirsiavash; Kristine M Knutson; Riley Kermanian; Joy Cui; J Douglas Harrison; Milton Halem; Amir Gandjbakhche
Journal:  Behav Brain Res       Date:  2018-10-19       Impact factor: 3.332
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.