Detection of irregular, transient fMRI activity in normal controls using 2dTCA: Comparison to event-related analysis using known timing

Human Brain Mapping

Volumn 30, Issue 10, 2009, Pages 3393-3405

  Morgan, Victoria L ^a,b   Gore, John C ^a,b  

^a VANDERBILT UNIVERSITY   (United States)

^b VANDERBILT UNIVERSITY   (United States)

Author keywords

Brain; Brain mapping; Cluster analysis; MRI; Visual cortex

Indexed keywords

ADULT; ARTICLE; AUDITORY CORTEX; BRAIN FUNCTION; CLINICAL TRIAL; CONTROLLED CLINICAL TRIAL; CONTROLLED STUDY; EVENT RELATED POTENTIAL; FEMALE; FUNCTIONAL ASSESSMENT; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; IMAGE ANALYSIS; IMAGING SYSTEM; MALE; MENTAL TASK; MOTOR CORTEX; PRIORITY JOURNAL; RANDOMIZED CONTROLLED TRIAL; STIMULUS RESPONSE; TASK PERFORMANCE; VISUAL CORTEX;

ACOUSTIC STIMULATION; ADOLESCENT; ALGORITHMS; BRAIN MAPPING; CEREBRAL CORTEX; CLUSTER ANALYSIS; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; OXYGEN; PHOTIC STIMULATION; SIGNAL DETECTION, PSYCHOLOGICAL; STATISTICS AS TOPIC; TIME FACTORS; TIME PERCEPTION; YOUNG ADULT;

EID: 70349312592     PISSN: 10659471     EISSN: None     Source Type: Journal    
DOI: 10.1002/hbm.20760     Document Type: Article

References (42)

1. Bar KJ, Gaser C, Nenadic I, Sauer H (2002): Transient activation of a somatosensory area in painful hallucinations shown by fMRI. Neuroreport 13:805-808. (Pubitemid 34492905)
2. Beckmann CF, Smith SM (2004): Probabilistic independent component analysis for functional magnetic resonance imaging. IEEE Trans Med Imaging 23:137-152.
3. Bentaleb LA, Beauregard M, Liddle P, Stip E (2002): Cerebral activity associated with auditory verbal hallucinations: A functional magnetic resonance imaging case study. J Psychiatry Neurosci 27:110-115. (Pubitemid 34478362)
4. Bhattacharyya PK, Lowe MJ (2004): Cardiac-induced physiologic noise in tissue is a direct observation of cardiac-induced fluctuations. Magn Reson Imaging 22:9-13.
5. Birn RM, Diamond JB, Smith MA, Bandettini PA (2006): Separating respiratory-variation-related fluctuations from neuronalactivity-related fluctuations in fMRI. Neuroimage 31:1536-1548.
6. Bohlhalter S, Goldfine A, Matteson S, Garraux G, Hanakawa T, Kansaku K, Wurzman R, Hallett M (2006): Neural correlates of tic generation in Tourette syndrome: An event-related functional MRI study. Brain 129:2029-2037. (Pubitemid 44289068)
7. Brett M, Johnsrude IS, Owen AM (2002): The problem of functional localization in the human brain. Nat Rev Neurosci 3:243-249. (Pubitemid 135706594)
8. Calhoun VD, Adali T, Hansen LK, Larsen J, Pekar JJ (2003): ICA of functional MRI data: An overview. Paper presented at: 4th International Symposium on ICA and BLind Separation. Nara, Japan, April 2003.
9. Clark VP, Fannon S, Lai S, Benson R, Bauer L (2000): Responses to rare visual target and distractor stimuli using event-related fMRI. J Neurophysiol 83:3133-3139. (Pubitemid 30321500)
10. Cordes D, Haughton V, Carew JD, Arfanakis K, Maravilla K (2002): Hierarchical clustering to measure connectivity in fMRI resting-state data. Magn Reson Imaging 20:305-317. (Pubitemid 34898959)
11. Damoiseaux JS, Rombouts SARB, Barkhof F, Scheltens P, Stam CJ, Smith SM, Beckmann CF (2006): Consistent resting-state networks across healthy subjects. Proc Natl Acad Sci USA 103:13848-13853. (Pubitemid 44413996)
12. De Luca M, Beckmann CF, De Stefano N, Matthews PM, Smith SM (2006): fMRI resting state networks define distinct modes of long-distance interactions in the human brain. Neuroimage 29:1359-1367. (Pubitemid 43184199)
13. De Martino F, Gentile F, Esposito F, Balsi M, Di Salle F, Goebel R, Formisano E (2007): Classification of fMRI independent components using IC-fingerprints and support vector machine classifiers. Neuroimage 34:177-194. (Pubitemid 44765254)
14. Gao JH, Yee SH (2003): Iterative temporal clustering analysis for the detection of multiple response peaks in fMRI. Magn Reson Imaging 21:51-53.
15. Gates L, Clarke JR, Stokes A, Somorjai R, Jarmasz M, Vandorpe R, Dursun SM (2004): Neuroanatomy of coprolalia in Tourette syndrome using functional magnetic resonance imaging. Prog Neuropsychopharmacol Biol Psychiatry 28:397-400. (Pubitemid 38130148)
16. Gotman J, Benar CG, Dubeau F (2004): Combining EEG and FMRI in epilepsy: Methodological challenges and clinical results. J Clin Neurophysiol 21:229-240. (Pubitemid 39463784)
17. Greicius MD, Krasnow B, Reiss AL, Menon V (2003): Functional connectivity in the resting brain: A network analysis of the default mode hypothesis. Proc Natl Acad Sci USA 100:253-258. (Pubitemid 36078061)
18. Hamandi K, Salek-Haddadi A, Fish DR, Lemieux L (2004): EEG/functional MRI in epilepsy: The Queen Square experience. J Clin Neurophysiol 21:241-248. (Pubitemid 39463785)
19. Hamandi K, Salek Haddadi A, Liston A, Laufs H, Fish DR, Lemieux L (2005): fMRI temporal clustering analysis in patients with frequent interictal epileptiform discharges: Comparison with EEG-driven analysis. Neuroimage 26:309-316. (Pubitemid 40602911)
20. Handwerker DA, Ollinger JM, D'Esposito M (2004): Variation of BOLD hemodynamic responses across subjects and brain regions and their effects on statistical analyses. Neuroimage 21:1639-1651.
21. Laufs H, Daunizeau J, Carmichael DW, Kleinschmidt A (2008): Recent advances in recording electrophysiological data simultaneously with magnetic resonance imaging. Neuroimage 40:515-528.
22. Lennox BR, Park SB, Medley I, Morris PG, Jones PB (2000): The functional anatomy of auditory hallucinations in schizophrenia. Psychiatry Res 100:13-20.
23. Liu Y, Gao JH, Liu HL, Fox PT (2000): The temporal response of the brain after eating revealed by functional MRI. Nature 405:1058-1062. (Pubitemid 30447790)
24. Lowe MJ, Russell DP (1999): Treatment of baseline drifts in fMRI time series analysis. J Comput Assist Tomogr 23:463-473.
25. Lu N, Shan BC, Li K, Yan B, Wang W, Li KC (2006): Improved temporal clustering analysis method for detecting multiple response peaks in fMRI. J Magn Reson Imaging 23:285-290. (Pubitemid 43364053)
26. Macey PM, Macey KE, Kumar R, Harper RM (2004): A method for removal of global effects from fMRI time series. Neuroimage 22:360-366. (Pubitemid 38515843)
27. Morgan VL, Gore JC, Abou-Khalil B (2007): Cluster analysis detection of functional MRI activity in temporal lobe epilepsy. Epilepsy Res 76:22-33.
28. Morgan VL, Gore JC, Szaflarski JP. (2008a): Temporal clustering analysis: What does it tell us about the resting state of the brain? Med Sci Monit 14:CR345-CR352.
29. Morgan VL, Li Y, Abou-Khalil B, Gore JC. (2008b) Development of 2dTCA for the detection of irregular, transient BOLD activity. Hum Brain Mapp 29:57-69.
30. Morgan VL, Price RR, Arain A, Modur P, Abou-Khalil B (2004): Resting functional MRI with temporal clustering analysis for localization of epileptic activity without EEG. Neuroimage 21:473-481. (Pubitemid 38115038)
31. Moritz CH, Carew JD, McMillan AB, Meyerand ME (2005): Independent component analysis applied to self-paced functional MR imaging paradigms. Neuroimage 25:181-192. (Pubitemid 40289148)
32. Murphy K, Birn RM, Handwerker DA, Jones TB, Bandettini PA (2009): The impact of global signal regression on resting state correlations: Are anti-correlated networks introduced? Neuroimage 44:893-905.
33. Neuner I, Wegener P, Stoecker T, Kircher T, Schneider F, Shah NJ (2007): Development and implementation of an MR-compatible whole body video system. Neurosci Lett 420:122-127. (Pubitemid 46818668)
34. Oertel V, Rotarska-Jagiela A, van de Ven VG, Haenschel C, Maurer K, Linden DE (2007): Visual hallucinations in schizophrenia investigated with functional magnetic resonance imaging. Psychiatry Res 156:269-273.
35. Quigley MA, Haughton VM, Carew J, Cordes D, Moritz CH, Meyerand ME (2002): Comparison of independent component analysis and conventional hypothesis-driven analysis for clinical functional MR image processing. AJNR Am J Neuroradiol 23:49-58. (Pubitemid 34098260)
36. Raichle ME, MacLeod AM, Snyder AZ, Powers WJ, Gusnard DA, Shulman GL (2001): A default mode of brain function. Proc Natl Acad Sci USA 98:676-682.
37. Rodionov R, De Martino F, Laufs H, Carmichael DW, Formisano E, Walker M, Duncan JS, Lemieux L (2007): Independent component analysis of interictal fMRI in focal epilepsy: Comparison with general linear model-based EEG-correlated fMRI. Neuroimage 38:488-500. (Pubitemid 47539912)
38. Shergill SS, Cameron LA, Brammer MJ, Williams SC, Murray RM, McGuire PK (2001): Modality specific neural correlates of auditory and somatic hallucinations. J Neurol Neurosurg Psychiatry 71:688-690.
39. Stanberry L, Nandy R, Cordes D (2003): Cluster analysis of fMRI data using dendrogram sharpening. Hum Brain Mapp 20:201-219. (Pubitemid 37486892)
40. Viviani R, Gron G, Spitzer M (2005): Functional principal component analysis of fMRI data. Hum Brain Mapp 24:109-129. (Pubitemid 40205118)
41. Yee SH, Gao JH (2002): Improved detection of time windows of brain responses in fMRI using modified temporal clustering analysis. Magn Reson Imaging 20:17-26.
42. Zhao X, Li G, Glahn DC, Fox PT, Gao JH (2007): Derivative temporal clustering analysis: Detecting prolonged neuronal activity. Magn Reson Imaging 25:183-187. (Pubitemid 46162048)