Higher dimensional analysis shows reduced dynamism of time-varying network connectivity in schizophrenia patients

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014

Volumn , Issue , 2014, Pages 3837-3840

  Miller, Robyn L ^a,b   Yaesoubi, Maziar ^a,b   Calhoun, Vince D ^a,b  

^a MIND RESEARCH NETWORK   (United States)

^b University of New Mexico   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DISEASES; INDEPENDENT COMPONENT ANALYSIS; PRINCIPAL COMPONENT ANALYSIS;

CORRELATION PATTERNS; FUNCTIONAL CONNECTIVITY; LINEAR COMBINATIONS; MUTUALLY INDEPENDENTS; NETWORK CONNECTIVITY; RESTING-STATE FMRI; SCHIZOPHRENIA PATIENTS; SIMPLIFYING ASSUMPTIONS;

TIME VARYING NETWORKS;

ADULT; FACTUAL DATABASE; FEMALE; HUMAN; MALE; MIDDLE AGED; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOPHYSIOLOGY; PRINCIPAL COMPONENT ANALYSIS; RADIOGRAPHY; SCHIZOPHRENIA;

ADULT; DATABASES, FACTUAL; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; PRINCIPAL COMPONENT ANALYSIS; SCHIZOPHRENIA;

EID: 84929494109     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2014.6944460     Document Type: Conference Paper

References (6)

1. E. A. Allen, E. Damaraju, S. M. Plis, E. B. Erhardt, T. Eichele, and V. D. Calhoun, "Tracking Whole-Brain Connectivity Dynamics in the Resting State," Cereb Cortex, 2014.
2. E. Damaraju, J. Turner, A. Preda, T. Van Erp, D. Mathalon, J. Ford, et al., "Static and dynamic functional network connectivity during resting state in schizophrenia," ACN, Hollywood, CA, 2012.
3. R. M. Hutchison, T. Womelsdorf, E. A. Allen, P. A. Bandettini, V. D. Calhoun, M. Corbetta, et al., "Dynamic functional connectivity: promise, issues, and interpretations," Neuroimage, Vol. 80, pp. 360-78, 2013.
4. R. L. Miller, M. Yaesoubi, and V. D. Calhoun, "Higher Dimensional fMRI Connectivity Dynamics Show Reduced Dynamism in Schizophrenia Patients" Proceedings of Fourth International Workshop on Pattern Recognition in Neuroimaging (to appear), 2014
5. M. Yaesoubi, R. L. Miller and V. D. Calhoun, "Temporally independent connectivity patterns: a new perspective on the study of human brain dynamics", Proceedings of the OHBM (to appear), Hamburg, Germany 2014
6. V. D. Calhoun, J. Sui, K. Kiehl, J. Turner, E. Allen, and G. Pearlson, "Exploring the psychosis functional connectome: aberrant intrinsic networks in schizophrenia and bipolar disorder," Front Psychiatry, Vol. 2, p. 75, 2011.