The synchronous neural interactions test as a functional neuromarker for post-traumatic stress disorder (PTSD): A robust classification method based on the bootstrap

Journal of Neural Engineering

Volumn 7, Issue 1, 2010, Pages

  Georgopoulos, A P ^a,b,c   Tan, H R M ^a,b,d   Lewis, S M ^a,b   Leuthold, A C ^a,b   Winskowski, A M ^a   Lynch, J K ^a,b   Engdahl, B ^a,c  

^a VETERANS AFFAIRS MEDICAL CENTER   (United States)

^b UNIVERSITY OF MINNESOTA MEDICAL SCHOOL   (United States)

^c UNIVERSITY OF MINNESOTA   (United States)

^d UNIVERSITY OF GLASGOW   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN FUNCTIONS; CONTROL GROUPS; DIFFERENTIAL DIAGNOSIS; DISEASE PROGRESSION; FUNCTIONAL INTERACTION; HEALTHY CONTROLS; NATIONAL ACADEMIES; NEURAL INTERACTIONS; NEURAL POPULATIONS; POSTTRAUMATIC STRESS DISORDER; ROBUST CLASSIFICATION; WASHINGTON;

BIOMARKERS; DISEASE CONTROL; NEURAL NETWORKS;

DIAGNOSIS;

ADULT; ARTICLE; BOOTSTRAPPING; BRAIN FUNCTION; CLINICAL ARTICLE; CONTROLLED STUDY; DIFFERENTIAL DIAGNOSIS; DISEASE CLASSIFICATION; DISEASE COURSE; DISEASE SEVERITY; FEMALE; HUMAN; MAGNETOENCEPHALOGRAPHY; MALE; NERVE FUNCTION; POSTTRAUMATIC STRESS DISORDER; PRIORITY JOURNAL; BRAIN; DRUG EFFECT; METHODOLOGY; MIDDLE AGED; PATHOPHYSIOLOGY; PROBABILITY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING;

BRAIN; FEMALE; HUMANS; MAGNETOENCEPHALOGRAPHY; MALE; MIDDLE AGED; PROBABILITY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; STRESS DISORDERS, POST-TRAUMATIC;

EID: 76649102722     PISSN: 17412560     EISSN: 17412552     Source Type: Journal    
DOI: 10.1088/1741-2560/7/1/016011     Document Type: Article

References (13)

1. Institute of Medicine (US) 2006 Subcommittee on posttraumatic stress disorder of the committee on gulf war and health: physiologic, psychologic, and psychosocial effects of deployment-related stress Posttraumatic Stress Disorder: Diagnosis and Assessment (Washington, DC: National Academies Press)
2. Georgopoulos A P et al 2007 Synchronous neural interactions assessed by magnetoencephalography: a functional biomarker for brain disorders J. Neural Eng. 4 349-55
3. Efron B and Tibshirani R 1993 An Introduction to the Bootstrap (New York: Chapman & Hall)
4. Blake D D et al 1995 The development of a clinician-administered PTSD scale J. Trauma Stress 8 75-90
5. First M B, Spitzer R L, Williams J B W and Gibbon M 1997 Structured Clinical Interview for DSM-IV Axis I Disorders SCID-I: Clinician Version, Administration Booklet (Washington, DC: American Psychiatric Press)
6. Dikel T N, Engdahl B E and Eberly R 2005 PTSD in former prisoners of war: prewar, wartime, and postwar factors J. Trauma Stress 18 69-77
7. Strobach P, Abraham-Fuchs K and Harer W 1994 Event-synchronous cancellation of the heart interference in biomedical signals IEEE Trans. Biomed. Eng. 41 343-50
8. Leuthold A C 2003 Subtraction of heart artifact from MEG data: the matched filter revisited 33rd Ann. Meeting of the Society for Neuroscience (New Orleans, LA, 8-12 November 2003) 863.15
9. Box G E P and Jenkins G M 1976 Time Series Analysis: Forecasting and Control (San Francisco, CA: Holden-Day)
10. Leuthold A C, Langheim F J, Lewis S M and Georgopoulos A P 2005 Time series analysis of magnetoencephalographic data during copying Exp. Brain Res. 164 411-22
11. Snedecor G W and Cochran W G 1989 Statistical Methods (Ames: Iowa State University Press)
12. Pepe M S, Feng Z, Janes H, Bossuyt P M and Potter J D 2008 Pivotal evaluation of the accuracy of a biomarker used for classification or prediction: standards for study design J. Natl Cancer Inst. 100 1432-8
13. Conover W J 1980 Practical Nonparametric Statistics (New York: Wiley)