Stress assessment based on EEG univariate features and functional connectivity measures

Physiological Measurement

Volumn 36, Issue 7, 2015, Pages

  Alonso, J F ^a,b   Romero, S ^a,b   Ballester, M R ^c,d,e   Antonijoan, R M ^c,d,e,f   Mananas M A ^a,b  

^a UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

^b BIOMATERIALES Y NANOMEDICINA CIBER BBN   (Spain)

^c BELLVITGE BIOMEDICAL RESEARCH INSTITUTE IDIBELL   (Spain)

^d HOSPITAL DE LA SANTA CREU I SANT PAU   (Spain)

^e UNIVERSITAT AUTÒNOMA DE BARCELONA   (Spain)

^f CENTRO DE INVESTIGACIÓN BIOMÉDICA EN RED DE SALUD MENTAL CIBERSAM   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTROENCEPHALOGRAPHY; ELECTROPHYSIOLOGY; PHYSIOLOGICAL MODELS;

BIOCHEMICAL EFFECTS; BIOLOGICAL RESPONSE; CLINICAL METHODS; FUNCTIONAL CONNECTIVITY; GALVANIC SKIN RESPONSE; HIGH BETA; PHYSIOLOGICAL EFFECTS; SKIN TEMPERATURES; STRESS ASSESSMENT; UNIVARIATE;

BLOOD PRESSURE;

ADOLESCENT; ADULT; ALPHA RHYTHM; ARTIFACT; BETA RHYTHM; BRAIN; ELECTROENCEPHALOGRAPHY; ELECTROOCULOGRAPHY; HUMAN; MENTAL STRESS; NERVE TRACT; PATHOPHYSIOLOGY; PHYSIOLOGICAL STRESS; PHYSIOLOGY; PROCEDURES; SLEEP DEPRIVATION; STROOP TEST; YOUNG ADULT;

ADOLESCENT; ADULT; ALPHA RHYTHM; ARTIFACTS; BETA RHYTHM; BRAIN; ELECTROENCEPHALOGRAPHY; ELECTROOCULOGRAPHY; HUMANS; NEURAL PATHWAYS; SLEEP DEPRIVATION; STRESS, PHYSIOLOGICAL; STRESS, PSYCHOLOGICAL; STROOP TEST; YOUNG ADULT;

EID: 84937920357     PISSN: 09673334     EISSN: 13616579     Source Type: Journal    
DOI: 10.1088/0967-3334/36/7/1351     Document Type: Article

References (40)

1. Abásolo D, Escudero J, Hornero R, Gómez C and Espino P 2008 Approximate entropy and auto mutual information analysis of the electroencephalogram in Alzheimer's disease patients Med. Biol. Eng. Comput. 46 1019-28
2. Adler G and Brassen S 2001 Short-term rivastigmine treatment reduces EEG slow-wave power in Alzheimer patients Neuropsychobiology 43 273-6
3. Ackermann K, Revell V L, Lao O, Rombouts E J, Skene D J and Kayser M 2012 Diurnal rhythms in blood cell populations and the effect of acute sleep deprivation in healthy young men Sleep 35 933-40
4. Alonso J F, Mañanas M A, Romero S, Hoyer D, Riba J and Barbanoj M J 2010 Drug effect on EEG connectivity assessed by linear and nonlinear couplings Human Brain Mapp. 31 487-97
5. Alonso J F, Mañanas M A, Romer S, Rojas-Martínez M and Riba J 2012 Cross-conditional entropy and coherence analysis of pharmaco-EEG changes induced by alprazolam Psychopharmacology 221 397-406
6. Belouchrani A, Abed-Meraim K, Cardoso J F and Moulines E 1997 A blind source separation technique using second-order statistics IEEE Trans. Sign. Process. 45 434-44
7. Bollinger T, Bollinger A, Skrum L, Dimitrov S, Lange T and Solbach W 2009 Sleep-dependent activity of T cells and regulatory T cells Clin. Exp. Immunol. 155 231-8
8. Bruhn J, Röpcke H, Rehberg B, Bouillon T and Hoeft A 2000 Electroencephalogram approximate entropy correctly classifies the occurrence of burst suppression pattern as increasing anesthetic drug effect Anesthesiology 93 981-5
9. Chang K M, Luo S Y, Chen S H, Wang T P and Ching C T S 2012 Body massage performance investigation by brain activity analysis Evid.-Based Comple. Alt. Med. 252163
10. Coan J A and Allen J J B 2004 Frontal EEG asymmetry as a moderator and mediator of emotion Biol. Psychol. 67 7-49
11. Cross E M and Chaffin W W 1982 Use of the binomial theorem in interpreting results of multiple tests of significance Educ. Psychol. Meas. 42 25-34
12. Davidson R J 1993 Cerebral asymmetry and emotion conceptual and methodological conundrums Cogn. Emotion 7 115-38
13. Davidson R J 2004 What does the prefrontal cortex 'do' in affect: perspectives on frontal EEG asymmetry research Biol. Psychol. 67 219-33
14. De Gennaro L, Vecchio F, Ferrara M, Curcio G, Rossini P M and Babiloni C 2005 Antero-posterior functional coupling at sleep onset changes as a function of increased sleep pressure Brain Res. Bull. 65 133-40
15. Dinges D F, Douglas S D, Zaugg L, Campbell D E, McMann J M, Whitehouse W G, Orne E, Kapoor S C, Icaza E and Orne M T 1994 Leukocytosis and natural killer cell function parallel neurobehavioral fatigue induced by 64 h of sleep deprivation J. Clin. Invest. 93 1930-9
16. Ferreira C, Deslandes A, Moraes H, Cagy M, Basile LF, Piedade R and Ribeiro P 2006 The relation between EEG prefrontal asymmetry and subjective feelings of mood following 24 h of sleep deprivation Arquivos Neuro-Psiquiatria 64 382-7
17. Finelli L A, Baumann H, Borbély A A and Achermann P 2000 Dual electroencephalogram markers of human sleep homeostasis correlation between theta activity in waking and slow-wave activity in sleep Neuroscience 101 523-9
18. Hamer M, Boutcher Y N and Boutcher S H 2003 The role of cardiopulmonary baroreceptors during the forearm vasodilatation response to mental stress in humans Psychophysiology 40 249-53
19. Hinrikus H, Suhhova A, Bachmann M, Aadamsoo K, Vohma U, Lass J and Tuulik V 2009 Electroencephalographic spectral asymmetry index for detection of depression Med. Biol. Eng. Comput. 47 1291-9
20. Irwin M, Mcclintick J, Costlow C, Fortner M, White J and Gillin C 1996 Partial night sleep deprivation reduces natural killer and cellular immune responses in humans FASEB J. 10 643-53
21. Kar S, Routray A and Nayak B P 2011 Functional network changes associated with sleep deprivation and fatigue during simulated driving validation using blood biomarkers Clin. Neurophysiol. 122 966-74
22. Koenis M M G, Romeijn N, Piantoni G, Verweij I, Van der Werf Y D, Van Someren E J W and Stam CJ 2011 Does sleep restore the topology of functional brain networks? Human Brain Mapp. 34 487-500
23. Lederbogen F, Kirsch P, Haddad L, Streit F, Tost H, Schuch P, Wüst S, Pruessner J C, Rietschel M, Deuschle M and Meyer-Lindenberg A 2011 City living and urban upbringing affect neural social stress processing in humans Nature 474 498-501
24. Lewis R S, Weekes N Y and Wang T H 2007 The effect of a naturalistic stressor on frontal EEG asymmetry, stress and health Biol. Psychol. 75 239-47
25. Lu S, Chen X, Kanters J K, Solomon I C and Chon K H 2008 Automatic selection of the threshold value R for approximate entropy IEEE Trans. Biomed. Eng. 55 1966-72
26. Manuck S B, Cohen S, Rabin B S, Muldoon M F and Bachen E A 1991 Individual differences in cellular immune response to stress Psychol. Sci. 2 111-5
27. McEwen B S 2006 Sleep deprivation as neurobiologic and physiologic stressor allostasis and allostatic load Metabolism Clin. Exp. 55 20-3
28. Na S H, Jin S H and Kim S Y 2006 The effects of total sleep deprivation on brain functional organization mutual information analysis of waking human EEG Int. J. Psychophysiol. 62 238-42
29. Papadelis C, Chen Z, Kourtidou-Papadeli C, Bamidis P D, Chouvarda I, Bekiaris E and Maglaverasa N 2007 Monitoring sleepiness with on-board electrophysiological recordings for preventing sleep-deprived traffic accidents Clin. Neurophysiol. 118 1906-22
30. Pruett S B 2003 Stress and the immune system Pathophysiology 9 133-53
31. Romeo S, Mañanas M A and Barbanoj M 2008 A comparative study of automatic techniques for ocular artifact reduction in spontaneous EEG signals based on clinical target variables: a simulation case Comput. Bio. Med. 38 348-60
32. Seo S H and Lee J T 2010 Stress and EEG Convergence and Hybrid Information Technologies ed M Crisan (Croatia: Intech) pp 413-26
33. Schreiber T and Schmitz A 2000 Surrogate time series Physica D 142 346-82
34. Stroop J R 1935 Studies of interference in serial verbal reactions J. Exp. Psychol. 18 643-62
35. Sulaiman N, Taib M N, Lias S, Murat Z H, Aris S A M, Mustafa M and Rashid N A 2012 Development of EEG-based stress index Proc. of the Int. Conf. on Biomedical Engineering (Penang, 2012) pp 461-6
36. Taheri S, Lin L, Austin D, Young T and Mignot E 2004 Short sleep duration is associated with reduced leptin, elevated ghrelin, and increased body mass index PLoS Med. 1 210-7
37. Thompson M and Thompson L 2007 Neurofeedback for Stress Management Principles and Practice of Stress Management ed P M Lehrer et al (New York: The Guilford Press) pp 249-90
38. Tran Y, Thuraisingham R A, Wijesuriya N, Nguyen H T and Craig A 2007 Detecting neural changes during stress and fatigue effectively a comparison of spectral analysis and sample entropy Proc. of the 3rd Int. IEEE/EMBS Conf. on Neural Engineering (Kohala Coast, HI, 2007) pp 350-3
39. Tulen J H, Moleman P, van Steenis H G and Boomsma F 1989 Characterization of stress reaction to the stroop color word test Pharmacol. Biochem. Behav. 32 9-15
40. Woolfolk R L, Lehrer P M and Allen L A 2007 Conceptual Issues Underlying Stress Management Principles and Practice of Stress Management ed P M Lehrer et al (New York: The Guilford Press) pp 3-16