The MCIC collection: A shared repository of multi-modal, multi-site brain image data from a clinical investigation of schizophrenia

Neuroinformatics

Volumn 11, Issue 3, 2013, Pages 367-388

  Gollub, Randy L ^a   Shoemaker, Jody M ^b   King, Margaret D ^b   White, Tonya ^c   Ehrlich, Stefan ^d   Sponheim, Scott R ^e,f   Clark, Vincent P ^b,h   Turner, Jessica A ^b   Mueller, Bryon A ^f   Magnotta, Vince ^g   O'Leary, Daniel ^g   Ho, Beng C ^g   Brauns, Stefan ^d,m   Manoach, Dara S ^a   Seidman, Larry ^l   Bustillo, Juan R ^h   Lauriello, John ^j   Bockholt, Jeremy ^g,k   Lim, Kelvin O ^f   Rosen, Bruce R ^a   Schulz, S Charles ^f   Calhoun, Vince D ^b,h,i   Andreasen, Nancy C ^g   more..

^a MASSACHUSETTS GENERAL HOSPITAL   (United States)

^b MIND RESEARCH NETWORK   (United States)

^c ERASMUS MEDICAL CENTER   (Netherlands)

^d DRESDEN UNIVERSITY OF TECHNOLOGY   (Germany)

^e VA MEDICAL CENTER   (United States)

^f UNIVERSITY OF MINNESOTA   (United States)

^g UNIVERSITY OF IOWA   (United States)

^h UNIVERSITY OF NEW MEXICO   (United States)

ⁱ University of New Mexico   (United States)

^j University of Missouri   (United States)

^k Advanced Biomedical Informatics Group LLC   (United States)

^l BETH ISRAEL DEACONESS MEDICAL CENTER   (United States)

^m CHARITÉ UNIVERSITÄTSMEDIZIN BERLIN   (Germany)

more..

Author keywords

DWI; fMRI; Healthy controls; Medical Image Data repository; mMRI; Schizophrenia

Indexed keywords

EID: 84881093689     PISSN: 15392791     EISSN: None     Source Type: Journal    
DOI: 10.1007/s12021-013-9184-3     Document Type: Article

References (126)

1. Abbott, C. C.; Kim, D.; 2nd, Sponheim, S. R.; Bustillo, J.; & Calhoun, V. D. (2010). Decreased default mode neural modulation with age in schizophrenia. The American Journal of Geriatric Psychiatry: Official Journal of the American Association for Geriatric Psychiatry, 18(10), 897-907. doi: 10.1097/JGP.0b013e3181e9b9d9.
2. Abbott, C.; Juarez, M.; White, T.; Gollub, R. L.; Pearlson, G. D.; Bustillo, J.; et al. (2011). Antipsychotic dose and diminished neural modulation: a multi-site fMRI study. [Clinical Trial Multicenter Study Research Support, N.I.H.; Extramural Research Support, U.S. Gov't, Non-P.H.S.]. Progress in Neuro-Psychopharmacology & Biological Psychiatry, 35(2), 473-482, doi: 10.1016/j.pnpbp.2010.12.001.
3. Addington, D.; Addington, J.; Maticka-Tyndale, E.; & Joyce, J. (1992). Reliability and validity of a depression rating scale for schizophrenics. [Comparative Study]. Schizophrenia Research, 6(3), 201-208.
4. Adriano, F.; Caltagirone, C.; & Spalletta, G. (2012). Hippocampal volume reduction in first-episode and chronic schizophrenia: a review and meta-analysis. [Meta-Analysis Research Support, Non-U.S. Gov't Review]. The Neuroscientist: A Review Journal Bringing Neurobiology, Neurology and Psychiatry, 18(2), 180-200. doi: 10.1177/1073858410395147.
5. Andreasen, N. C. (1983). The Scale for the Assessment of Negative Symptoms (SANS). Iowa City: University of Iowa.
6. Andreasen, N. C. (1984). Scale for the Assessment of Positive Symptoms (SAPS). Iowa City: University of Iowa.
7. Andreasen, N. C. (1987). Psychiatric Symptoms You Currently Have - Baseline (PSYCH-BASE) Iowa City. Iowa: The University of Iowa.
8. Andreasen, N. C.; Flaum, M.; & Arndt, S. (1992). The Comprehensive Assessment of Symptoms and History (CASH). An instrument for assessing diagnosis and psychopathology. [Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, P.H.S.]. Archives of General Psychiatry, 49(8), 615-623.
9. Andreasen, N. C.; Pressler, M.; Nopoulos, P.; Miller, D.; & Ho, B. C. (2010). Antipsychotic dose equivalents and dose-years: a standardized method for comparing exposure to different drugs. [Research Support, N.I.H.; Extramural]. Biological Psychiatry, 67(3), 255-262. doi: 10.1016/j.biopsych. 2009.08.040.
10. Annett, M. (1970). A classification of hand preference by association analysis. British Journal of Psychology, 61(3), 303-321.
11. Barnes, T. R. (1989). A rating scale for drug-induced akathisia. The British Journal of Psychiatry: The Journal of Mental Science, 154, 672-676.
12. Bockholt, H. J.; Scully, M.; Courtney, W.; Rachakonda, S.; Scott, A.; Caprihan, A.; et al. (2010). Mining the mind research network: a novel framework for exploring large scale, heterogeneous translational neuroscience research data sources. Frontiers in Neuroinformatics, 3, 36. doi: 10.3389/neuro.11.036. 2009.
13. Brandt, J. (1991). The Hopkins Verbal Learning Test: Development of a new memory test with six equivalent forms. Clinical Neuropsychologist, 5(2), 125-142. doi: 10.1080/13854049108403297.
14. Brauns, S.; Gollub, R. L.; Roffman, J. L.; Yendiki, A.; Ho, B. C.; Wassink, T. H.; et al. (2011). DISC1 is associated with cortical thickness and neural efficiency. [Research Support, N.I.H.; Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.]. NeuroImage, 57(4), 1591-1600, doi: 10.1016/j.neuroimage.2011.05.058.
15. Braus, D. F.; Ende, G.; Weber-Fahr, W.; Sartorius, A.; Krier, A.; Hubrich-Ungureanu, P.; et al. (1999). Antipsychotic drug effects on motor activation measured by functional magnetic resonance imaging in schizophrenic patients. [Clinical Trial Comparative Study Research Support, Non-U.S. Gov't]. Schizophrenia Research, 39(1), 19-29.
16. Brown, G. G.; McCarthy, G.; Bischoff-Grethe, A.; Ozyurt, B.; Greve, D.; Potkin, S. G.; et al. (2009). Brain-performance correlates of working memory retrieval in schizophrenia: a cognitive modeling approach. [Research Support, N.I.H.; Extramural Research Support, U.S. Gov't, Non-P.H.S.]. Schizophrenia Bulletin, 35(1), 32-46. doi: 10.1093/schbul/sbn149.
17. Buckner, R. L.; Head, D.; Parker, J.; Fotenos, A. F.; Marcus, D.; Morris, J. C.; et al. (2004). A unified approach for morphometric and functional data analysis in young, old, and demented adults using automated atlas-based head size normalization: reliability and validation against manual measurement of total intracranial volume. [Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, P.H.S.]. NeuroImage, 23(2), 724-738. doi: 10.1016/j.neuroimage.2004. 06.018.
18. Calhoun, V.; & Adali, T. (2009). Feature-based fusion of medical imaging data, IEEE transactions on information technology in biomedicine. IEEE transactions on information technology in biomedicine: a publication of the IEEE Engineering in Medicine and Biology Society, 13, 1-10.
19. Calhoun, V.; & Adali T. (2012). Multi-subject Independent Component Analysis of fMRI: A Decade of Intrinsic Networks, Default Mode, and Neurodiagnostic Discovery. IEEE Reviews in Biomedical Engineering, 5, 60-73.
20. Calhoun, V. D.; Adali, T.; Giuliani, N. R.; Pekar, J. J.; Kiehl, K. A.; & Pearlson, G. D. (2006). Method for multimodal analysis of independent source differences in schizophrenia: combining gray matter structural and auditory oddball functional data. Human Brain Mapping, 27(1), 47-62. doi: 10.1002/hbm.20166.
21. Calhoun, V. D.; Maciejewski, P. K.; Pearlson, G. D.; & Kiehl, K. A. (2008). Temporal lobe and "default" hemodynamic brain modes discriminate between schizophrenia and bipolar disorder. Human Brain Mapping, 29(11), 1265-1275. doi: 10.1002/hbm.20463.
22. Chen, J.; Calhoun, V. D.; Pearlson, G. D.; Ehrlich, S.; Turner, J. A.; Ho, B. C.; et al. (2012). Multifaceted genomic risk for brain function in schizophrenia. [Research Support, N.I.H.; Extramural]. NeuroImage, 61(4), 866-875. doi: 10.1016/j.neuroimage.2012.03.022.
23. Christodoulou, A. G, Bauer, T. E.; Kiehl, K. A.; Feldstein Ewing, S.; Bryan, A. D.; Calhoun, V. D. (2013). A quality control method for detecting and suppressing uncorrected residual motion in fMRI studies, Magnetic Resonance Imaging, 31(5), 707-717. doi: 10.1016/j.mri.2012.11.007.
24. Clark, V. P. (2012). A history of randomized task designs in fMRI. [Historical Article Review]. NeuroImage, 62(2), 1190-1194. doi: 10.1016/j.neuroimage.2012.01.010.
25. Clark, V. P.; Fannon, S.; Lai, S.; Benson, R.; & Bauer, L. (2000). Responses to rare visual target and distractor stimuli using event-related fMRI. [Clinical Trial]. Journal of Neurophysiology, 83(5), 3133-3139.
26. Cullen, K. R.; Wallace, S.; Magnotta, V. A.; Bockholt, J.; Erlich, S.; Gollub, R. L.; et al. (2012). Cigarette smoking and white matter microstructure in schizophrenia. Psychiatry Research, 201(2):152-158. doi: 10.1016/j. pscychresns.2011.08.010.
27. Dale, A. M.; Fischl, B.; & Sereno, M. I. (1999). Cortical surface-based analysis. I. Segmentation and surface reconstruction. NeuroImage, 9(2), 179-194. doi: 10.1006/nimg.1998.0395.
28. Delis, D.; Kaplan, E.; & Kramer, J. (2001). Delis-Kaplan Executive Function System. San Antonio: The Psychological Corporation.
29. Demirci, O.; Clark, V. P.; & Calhoun, V. D. (2008a). A projection pursuit algorithm to classify individuals using fMRI data: Application to schizophrenia. [Research Support, N.I.H.; Extramural Research Support, U.S. Gov't, Non-P.H.S.]. NeuroImage, 39(4), 1774-1782.
30. Demirci, O.; Clark, V. P.; Magnotta, V. A.; Andreasen, N. C.; Lauriello, J.; Kiehl, K. A.; et al. (2008b). A Review of Challenges in the Use of fMRI for Disease Classification/Characterization and A Projection Pursuit Application from Multi-site fMRI Schizophrenia Study. Brain Imaging and Behavior, 2(3), 147-226, doi: 10.1007/s11682-008-9028-1.
31. Demirci, O.; Stevens, M. C.; Andreasen, N. C.; Michael, A.; Liu, J.; White, T.; et al. (2009). Investigation of relationships between fMRI brain networks in the spectral domain using ICA and Granger causality reveals distinct differences between schizophrenia patients and healthy controls. [Research Support, N.I.H.; Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.]. NeuroImage, 46(2), 419-431, doi: 10.1016/j.neuroimage. 2009.02.014.
32. Desikan, R. S.; Segonne, F.; Fischl, B.; Quinn, B. T.; Dickerson, B. C.; Blacker, D.; et al. (2006). An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest. [Research Support, N.I.H.; Extramural Research Support, Non-U.S. Gov't]. NeuroImage, 31(3), 968-980. doi: 10.1016/j.neuroimage.2006.01.021.
33. Desikan, R. S.; Cabral, H. J.; Settecase, F.; Hess, C. P.; Dillon, W. P.; Glastonbury, C. M.; et al. (2010). Automated MRI measures predict progression to Alzheimer's disease. [Comparative Study Multicenter Study Research Support, N.I.H.; Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, P.H.S.]. Neurobiology of Aging, 31(8), 1364-1374. doi: 10.1016/j.neurobiolaging.2010.04.023.
34. Ehrlich, S.; Morrow, E. M.; Roffman, J. L.; Wallace, S. R.; Naylor, M.; Bockholt, H. J.; et al. (2010). The COMT Val108/158Met polymorphism and medial temporal lobe volumetry in patients with schizophrenia and healthy adults. [Research Support, N.I.H.; Extramural Research Support, Non-U.S. Gov't]. NeuroImage, 53(3), 992-1000, doi: 10.1016/j.neuroimage.2009.12.046.
35. Ehrlich, S.; Brauns, S.; Yendiki, A.; Ho, B. C.; Calhoun, V.; Schulz, S. C.; et al. (2011a). Associations of cortical thickness and cognition in patients with Schizophrenia and healthy controls. Schizophrenia Bulletin 38(5), 1050-1062, doi: 10.1093/schbul/sbr018.
36. Ehrlich, S.; Yendiki, A.; Greve, D. N.; Manoach, D. S.; Ho, B. C.; White, T.; et al. (2011b). Striatal function in relation to negative symptoms in schizophrenia. Psychological Medicine, 7:1-16, doi: 10.1017/S003329171100119X.
37. Fennema-Notestine, C.; Gamst, A. C.; Quinn, B. T.; Pacheco, J.; Jernigan, T. L.; Thal, L.; et al. (2007). Feasibility of multi-site clinical structural neuroimaging studies of aging using legacy data. [Research Support, N.I.H.; Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.]. Neuroinformatics, 5(4), 235-245. doi: 10.1007/s12021-007-9003-9.
38. Fischl, B.; & Dale, A. M. (2000). Measuring the thickness of the human cerebral cortex from magnetic resonance images. [Research Support, U.S. Gov't, P.H.S.]. Proceedings of the National Academy of Sciences of the United States of America, 97(20), 11050-11055. doi: 10.1073/pnas.200033797.
39. Fischl, B.; Sereno, M. I.; & Dale, A. M. (1999a). Cortical surface-based analysis. II: Inflation, flattening, and a surface-based coordinate system. NeuroImage, 9(2), 195-207. doi: 10.1006/nimg.1998.0396.
40. Fischl, B.; Sereno, M. I.; Tootell, R. B.; & Dale, A. M. (1999b). High-resolution intersubject averaging and a coordinate system for the cortical surface. [Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, P.H.S.]. Human Brain Mapping, 8(4), 272-284.
41. Fischl, B.; Salat, D. H.; Busa, E.; Albert, M.; Dieterich, M.; Haselgrove, C.; et al. (2002). Whole brain segmentation: automated labeling of neuroanatomical structures in the human brain. [Comparative Study Research Support, U.S. Gov't, P.H.S.]. Neuron, 33(3), 341-355.
42. Friedman, L.; & Glover, G. H. (2006). Reducing interscanner variability of activation in a multicenter fMRI study: controlling for signal-to-fluctuation-noise-ratio (SFNR) differences. [Multicenter Study Research Support, N.I.H.; Extramural]. NeuroImage, 33(2), 471-481. doi: 10.1016/j.neuroimage.2006.07.012.
43. Friedman, J. I.; Tang, C.; Carpenter, D.; Buchsbaum, M.; Schmeidler, J.; Flanagan, L.; et al. (2008a). Diffusion tensor imaging findings in first-episode and chronic schizophrenia patients. [Research Support, N.I.H.; Extramural]. The American Journal of Psychiatry, 165(8), 1024-1032. doi: 10.1176/appi.ajp.2008. 07101640.
44. Friedman, L.; Stern, H.; Brown, G. G.; Mathalon, D. H.; Turner, J.; Glover, G. H.; et al. (2008b). Test-retest and between-site reliability in a multicenter fMRI study. [Comparative Study Research Support, N.I.H.; Extramural Validation Studies]. Human Brain Mapping, 29(8), 958-972. doi: 10.1002/hbm.20440.
45. Glover, G.; Mueller, B.; Van Erp, T.; Liu, T.; Greve, D.; Voyvodic, J.; et al. (2012). Function Biomedical Informatics Research Network Recommendations for Prospective Multi-Center Functional Neuroimaging Studies. Journal of Magnetic Resonance Imaging, 36, 39-54. PMC Journal - In Process.
46. Goldman, A. L.; Pezawas, L.; Mattay, V. S.; Fischl, B.; Verchinski, B. A.; Chen, Q.; et al. (2009). Widespread reductions of cortical thickness in schizophrenia and spectrum disorders and evidence of heritability. [Research Support, N.I.H.; Extramural Research Support, N.I.H.; Intramural Research Support, Non-U.S. Gov't]. Archives of General Psychiatry, 66(5), 467-477. doi: 10.1001/archgenpsychiatry.2009.24.
47. Han, X.; Jovicich, J.; Salat, D.; van der Kouwe, A.; Quinn, B.; Czanner, S.; et al. (2006). Reliability of MRI-derived measurements of human cerebral cortical thickness: the effects of field strength, scanner upgrade and manufacturer. [Research Support, N.I.H.; Extramural Research Support, Non-U.S. Gov't]. NeuroImage, 32(1), 180-194. doi: 10.1016/j.neuroimage.2006.02.051.
48. He, H.; Sui, J.; Yu, Q.; Turner, J.; Ho, B. C.; et al. (2012), Altered small-world brain networks in Schizophrenia patients during working memory performance. PLoS ONE 7(6):e38195 doi: 10.1371/journal.pone.0038195.
49. Head, D.; Snyder, A. Z.; Girton, L. E.; Morris, J. C.; & Buckner, R. L. (2005). Frontal-hippocampal double dissociation between normal aging and Alzheimer's disease. [Comparative Study Research Support, N.I.H.; Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, P.H.S.]. Cerebral Cortex, 15(6), 732-739. doi: 10.1093/cercor/bhh174.
50. Health, N. I. O. M. (1976). Abnormal Involuntary Movement Scale, ECDEU Assessment Manual for Psychopharmacology: Revised, US Department of Health, Education and Welfare, Public Health Service, Alcohol, Drug Abuse and Mental Health Administration, NIMH Psychopharmacology Research Branch, Division of Extramural Research Programs, 534-7, (DHEW publication number ADM 76-338).
51. Honea, R.; Crow, T. J.; Passingham, D.; & Mackay, C. E. (2005). Regional deficits in brain volume in schizophrenia: a meta-analysis of voxel-based morphometry studies. [Comparative Study Meta-Analysis Research Support, Non-U.S. Gov't Review]. The American Journal of Psychiatry, 162(12), 2233-2245. doi: 10.1176/appi.ajp.162.12.2233.
52. Huettel, S. A.; Song, A. W.; & McCarthy, G. (2009). Functional Magnetic Resonance Imaging (Secondth ed.). Sunderland: Sinauer Associates Publishers.
53. Jovicich, J.; Czanner, S.; Greve, D.; Haley, E.; van der Kouwe, A.; Gollub, R.; et al. (2006). Reliability in multi-site structural MRI studies: effects of gradient non-linearity correction on phantom and human data. [Research Support, N.I.H.; Extramural]. NeuroImage, 30(2), 436-443. doi: 10.1016/j.neuroimage.2005.09.046.
54. Jovicich, J.; Czanner, S.; Han, X.; Salat, D.; van der Kouwe, A.; Quinn, B.; et al. (2009). MRI-derived measurements of human subcortical, ventricular and intracranial brain volumes: Reliability effects of scan sessions, acquisition sequences, data analyses, scanner upgrade, scanner vendors and field strengths. [Research Support, N.I.H.; Extramural Research Support, Non-U.S. Gov't]. NeuroImage, 46(1), 177-192. doi: 10.1016/j.neuroimage.2009.02.010.
55. Karageorgiou, E.; Schulz, S. C.; Gollub, R. L.; Andreasen, N. C.; Ho, B. C.; Lauriello, J.; et al. (2011). Neuropsychological testing and structural magnetic resonance imaging as diagnostic biomarkers early in the course of schizophrenia and related psychoses. [Clinical Trial Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S. Validation Studies]. Neuroinformatics, 9(4), 321-333, doi: 10.1007/s12021-010-9094-6.
56. Kiehl, K. A.; & Liddle, P. F. (2001). An event-related functional magnetic resonance imaging study of an auditory oddball task in schizophrenia. Schizophrenia Research, 48(2-3), 159-171.
57. Kiehl, K. A.; Stevens, M. C.; Celone, K.; Kurtz, M.; & Krystal, J. H. (2005a). Abnormal hemodynamics in schizophrenia during an auditory oddball task. [Comparative Stud Research Support, N.I.H.; Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S. Research Support, U.S. Gov't, P.H.S.]. Biological Psychiatry, 57(9), 1029-1040. doi: 10.1016/j.biopsych.2005.01.035.
58. Kiehl, K. A.; Stevens, M. C.; Laurens, K. R.; Pearlson, G.; Calhoun, V. D.; & Liddle, P. F. (2005b). An adaptive reflexive processing model of neurocognitive function: supporting evidence from a large scale (n = 100) fMRI study of an auditory oddball task. [Research Support, Non-U.S. Gov't]. NeuroImage, 25(3), 899-915. doi: 10.1016/j.neuroimage.2004.12.035.
59. Kim, D. I.; Manoach, D. S.; Mathalon, D. H.; Turner, J. A.; Mannell, M.; Brown, G. G.; et al. (2009a). Dysregulation of working memory and default-mode networks in schizophrenia using independent component analysis, an fBIRN and MCIC study. [Research Support, N.I.H.; Extramural Research Support, U.S. Gov't, Non-P.H.S.]. Human Brain Mapping, 30(11), 3795-3811, doi: 10.1002/hbm.20807.
60. Kim, D. I.; Mathalon, D. H.; Ford, J. M.; Mannell, M.; Turner, J. A.; Brown, G. G.; et al. (2009b). Auditory oddball deficits in schizophrenia: an independent component analysis of the fMRI multisite function BIRN study. [Research Support, N.I.H.; Extramural]. Schizophrenia Bulletin, 35(1), 67-81, doi: 10.1093/schbul/sbn133.
61. Kim, D. I.; Sui, J.; Rachakonda, S.; White, T.; Manoach, D. S.; Clark, V. P.; et al. (2010). Identification of imaging biomarkers in schizophrenia: a coefficient-constrained independent component analysis of the mind multi-site schizophrenia study. [Multicenter Study Research Support, N.I.H.; Extramural]. Neuroinformatics, 8(4), 213-229, doi: 10.1007/s12021-010-9077-7.
62. Kuperberg, G. R.; Broome, M. R.; McGuire, P. K.; David, A. S.; Eddy, M.; Ozawa, F.; et al. (2003). Regionally localized thinning of the cerebral cortex in schizophrenia. [Comparative Study Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, P.H.S.]. Archives of General Psychiatry, 60(9), 878-888. doi: 10.1001/archpsyc.60.9.878.
63. Le Bihan, D.; Poupon, C.; Amadon, A.; & Lethimonnier, F. (2006). Artifacts and pitfalls in diffusion MRI. [Review]. Journal of Magnetic Resonance Imaging: JMRI, 24(3), 478-488. doi: 10.1002/jmri.20683.
64. Liu, J.; Pearlson, G.; Windemuth, A.; Ruano, G.; Perrone-Bizzozero, N. I.; & Calhoun, V. (2009). Combining fMRI and SNP data to investigate connections between brain function and genetics using parallel ICA. Human Brain Mapping, 30(1), 241-255. doi: 10.1002/hbm.20508.
65. Manoach, D. S.; Press, D. Z.; Thangaraj, V.; Searl, M. M.; Goff, D. C.; Halpern, E.; et al. (1999). Schizophrenic subjects activate dorsolateral prefrontal cortex during a working memory task, as measured by fMRI. [Research Support, Non-U.S. Gov't]. Biological Psychiatry, 45(9), 1128-1137.
66. Manoach, D. S.; Gollub, R. L.; Benson, E. S.; Searl, M. M.; Goff, D. C.; Halpern, E.; et al. (2000). Schizophrenic subjects show aberrant fMRI activation of dorsolateral prefrontal cortex and basal ganglia during working memory performance. [Research Support, Non-U.S. Gov't]. Biological Psychiatry, 48(2), 99-109.
67. Michael, A.M.; Baum, S.A.; Fries, J.F.; Ho, B.C.; Pierson, R.K.; Andreasen, N.C.; et al. (2009a). A method to fuse fMRI tasks through spatial correlations: applied to schizophrenia. [Research Support, N.I.H.; Extramural Research Support, U.S. Gov't, Non-P.H.S.]. Human Brain Mapping, 30(8), 2512-2529, doi: 10.1002/hbm.20691.
68. Michael, A. M.; Baum, S. A.; Fries, J. F.; Ho, B. C.; Pierson, R. K.; Andreasen, N.C.; et al. (2009b). A method to fuse fMRI tasks through spatial correlations: applied to schizophrenia. Hum Brain Mapping, 30(8), 2512-2529, doi: 10.1002/hbm.20691.
69. Michael, A. M.; Baum, S. A.; White, T.; Demirci, O.; Andreasen, N. C.; Segall, J. M.; et al. (2010). Does function follow form?: methods to fuse structural and functional brain images show decreased linkage in schizophrenia. [Research Support, N.I.H.; Extramural Research Support, U.S. Gov't, Non-P.H.S.]. NeuroImage, 49(3), 2626-2637, doi: 10.1016/j.neuroimage.2009.08.056.
70. Michael, A. M.; King, M. D.; Ehrlich, S.; Pearlson, G.; White, T.; Holt, D. J.; et al. (2011). A Data-Driven Investigation of Gray Matter-Function Correlations in Schizophrenia during a Working Memory Task. Frontiers in Human Neuroscience, 5, 71, doi: 10.3389/fnhum.2011.00071.
71. Miller, E. (1990). California Computerized Assessment Battery (CalCAP). Norland Software.
72. Mueller, S. G.; Weiner, M. W.; Thal, L. J.; Petersen, R. C.; Jack, C.; Jagust, W.; et al. (2005a). The Alzheimer's disease neuroimaging initiative. [Research Support, N.I.H.; Extramural Review]. Neuroimaging Clinics of North America, 15(4), 869-877. doi: 10.1016/j.nic.2005.09.008. xi-xii.
73. Mueller, S. G.; Weiner, M. W.; Thal, L. J.; Petersen, R. C.; Jack, C. R.; Jagust, W.; et al. (2005b). Ways toward an early diagnosis in Alzheimer's disease: the Alzheimer's Disease Neuroimaging Initiative (ADNI). Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 1(1), 55-66. doi: 10.1016/j.jalz.2005.06.003.
74. Muller, J. L.; Roder, C.; Schuierer, G.; & Klein, H. E. (2002). Subcortical overactivation in untreated schizophrenic patients: a functional magnetic resonance image finger-tapping study. Psychiatry and Clinical Neurosciences, 56(1), 77-84. doi: 10.1046/j.1440-1819.2002.00932.x.
75. Narr, K. L.; Bilder, R. M.; Toga, A. W.; Woods, R. P.; Rex, D. E.; Szeszko, P. R.; et al. (2005). Mapping cortical thickness and gray matter concentration in first episode schizophrenia. [Research Support, N.I.H.; Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, P.H.S.]. Cerebral Cortex, 15(6), 708-719. doi: 10.1093/cercor/bhh172.
76. Navari, S.; & Dazzan, P. (2009). Do antipsychotic drugs affect brain structure? A systematic and critical review of MRI findings. [Comparative Study Review]. Psychological Medicine, 39(11), 1763-1777. doi: 10.1017/ S0033291709005315.
77. Nelson, M. D.; Saykin, A. J.; Flashman, L. A.; & Riordan, H. J. (1998). Hippocampal volume reduction in schizophrenia as assessed by magnetic resonance imaging: a meta-analytic study. [Comparative Study Meta-Analysis Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, P.H.S.]. Archives of General Psychiatry, 55(5), 433-440.
78. Nesvag, R.; Lawyer, G.; Varnas, K.; Fjell, A. M.; Walhovd, K. B.; Frigessi, A.; et al. (2008). Regional thinning of the cerebral cortex in schizophrenia: effects of diagnosis, age and antipsychotic medication. [Comparative Study Research Support, Non-U.S. Gov't]. Schizophrenia Research, 98(1-3), 16-28. doi: 10.1016/j.schres.2007.09.015.
79. O'Brien, L. M.; Ziegler, D. A.; Deutsch, C. K.; Kennedy, D. N.; Goldstein, J. M.; Seidman, L. J.; et al. (2006). Adjustment for whole brain and cranial size in volumetric brain studies: a review of common adjustment factors and statistical methods. Harvard Review of Psychiatry, 14(3), 141-151. doi: 10.1080/10673220600784119.
80. Potkin, S. G.; & Ford, J. M. (2009). Widespread cortical dysfunction in schizophrenia: the fBIRN imaging consortium. [Review]. Schizophrenia Bulletin, 35(1), 15-18. doi: 10.1093/schbul/sbn159.
81. Potkin, S. G.; Turner, J. A.; Brown, G. G.; McCarthy, G.; Greve, D. N.; Glover, G. H.; et al. (2009). Working memory and DLPFC inefficiency in schizophrenia: the fBIRN study. [Multicenter Study Research Support, N.I.H.; Extramural]. Schizophrenia Bulletin, 35(1), 19-31. doi: 10.1093/schbul/sbn162.
82. Ragland, J. D.; Yoon, J.; Minzenberg, M. J.; & Carter, C. S. (2007). Neuroimaging of cognitive disability in schizophrenia: search for a pathophysiological mechanism. [Review]. International Review of Psychiatry, 19(4), 417-427. doi: 10.1080/09540260701486365.
83. Reitan, R. (1958). Validity of the trail making test as indicator of organic brain damage. Perceptual and Motor Skills, 8, 271-276.
84. Reuter, M.; Rosas, H. D.; & Fischl, B. (2010). Highly accurate inverse consistent registration: a robust approach. [Research Support, N.I.H.; Extramural Research Support, Non-U.S. Gov't]. NeuroImage, 53(4), 1181-1196. doi: 10.1016/j.neuroimage.2010.07.020.
85. Rimol, L. M.; Hartberg, C. B.; Nesvag, R.; Fennema-Notestine, C.; Hagler, D. J.; Jr.; Pung, C. J.; et al. (2010). Cortical thickness and subcortical volumes in schizophrenia and bipolar disorder. [Research Support, Non-U.S. Gov't]. Biological Psychiatry, 68(1), 41-50. doi: 10.1016/j.biopsych.2010.03. 036.
86. Rimol, L. M.; Nesvag, R.; Hagler, D. J.; Jr.; Bergmann, O.; Fennema-Notestine, C.; Hartberg, C. B.; et al. (2012). Cortical volume, surface area, and thickness in schizophrenia and bipolar disorder. [Research Support, Non-U.S. Gov't]. Biological Psychiatry, 71(6), 552-560. doi: 10.1016/j.biopsych.2011.11.026.
87. Risacher, S. L.; Saykin, A. J.; West, J. D.; Shen, L.; Firpi, H. A.; & McDonald, B. C. (2009). Baseline MRI predictors of conversion from MCI to probable AD in the ADNI cohort. [Multicenter Study Research Support, N.I.H.; Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, P.H.S.]. Current Alzheimer Research, 6(4), 347-361.
88. Roffman, J. L.; Gollub, R. L.; Calhoun, V. D.; Wassink, T. H.; Weiss, A. P.; Ho, B. C.; et al. (2008). MTHFR 677C - > T genotype disrupts prefrontal function in schizophrenia through an interaction with COMT 158Val - > Met. [Comparative Study Research Support, N.I.H.; Extramural Research Support, U.S. Gov't, Non-P.H.S.]. Proceedings of the National Academy of Sciences of the United States of America, 105(45), 17573-17578, doi: 10.1073/pnas.0803727105.
89. Ruff, R. M.; & Parker, S. B. (1993). Gender- and age-specific changes in motor speed and eye-hand coordination in adults: normative values for the Finger Tapping and Grooved Pegboard Tests. Perceptual and Motor Skills, 76(3 Pt 2), 1219-1230.
90. Schultz, C. C.; Koch, K.; Wagner, G.; Roebel, M.; Schachtzabel, C.; Gaser, C.; et al. (2010). Reduced cortical thickness in first episode schizophrenia. [Research Support, Non-U.S. Gov't]. Schizophrenia Research, 116(2-3), 204-209. doi: 10.1016/j.schres.2009.11.001.
91. Scott, A.; Courtney, W.; Wood, D.; de la Garza, R.; Lane, S.; King, M.; et al. (2011). COINS: An Innovative Informatics and Neuroimaging Tool Suite Built for Large Heterogeneous Datasets. Frontiers in Neuroinformatics, 5, 33. doi: 10.3389/fninf.2011.00033.
92. Segall, J. M.; Turner, J. A.; van Erp, T. G.; White, T.; Bockholt, H. J.; Gollub, R. L.; et al. (2009). Voxel-based morphometric multisite collaborative study on schizophrenia. [Multicenter Study Research Support, N.I.H.; Extramural Research Support, U.S. Gov't, Non-P.H.S.]. Schizophrenia Bulletin, 35(1), 82-95, doi: 10.1093/schbul/sbn150.
93. Segonne, F.; Grimson, E.; & Fischl, B. (2005). A genetic algorithm for the topology correction of cortical surfaces. [Evaluation Studies]. Information Processing in Medical Imaging: Proceedings of the. Conference, 19, 393-405.
94. Shallice, T.; (1982), Specific impairments of planning. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences, 298 (1089), 199-209. doi: 10.1098/rstb.1982.0082.
95. Shen, L.; Qi, Y.; Kim, S.; Nho, K.; Wan, J.; Risacher, S. L.; et al. (2010). Sparse bayesian learning for identifying imaging biomarkers in AD prediction. [Research Support, N.I.H.; Extramural Research Support, Non-U.S. Gov't]. Medical Image Computing and Computer-Assisted Intervention: MICCAI. International Conference on Medical Image Computing and Computer-Assisted Intervention, 13(Pt 3), 611-618.
96. Simpson, G. M.; & Angus, J. W. (1970). A rating scale for extrapyramidal side effects. [Clinical Trial Comparative Study Controlled Clinical Trial]. Acta Psychiatrica Scandinavica. Supplementum, 212, 11-19.
97. Sivan, A. B. (1992). Benton Visual Retention Test (5th ed.). San Antonio: The Psychological Corporation.
98. Smieskova, R.; Fusar-Poli, P.; Allen, P.; Bendfeldt, K.; Stieglitz, R. D.; Drewe, J.; et al. (2009). The effects of antipsychotics on the brain: what have we learnt from structural imaging of schizophrenia?-a systematic review. [Comparative Study Research Support, Non-U.S. Gov't Review]. Current Pharmaceutical Design, 15(22), 2535-2549.
99. Sponheim, S. R.; Jung, R. E.; Seidman, L. J.; Mesholam-Gately, R. I.; Manoach, D.S.; O'Leary, D.S.; et al. (2010). Cognitive deficits in recent-onset and chronic schizophrenia. [Research Support, U.S. Gov't, Non-P.H.S.]. Journal of psychiatric research, 44(7), 421-428, doi: 10.1016/j.jpsychires.2009.09.010.
100. Sternberg, S. (1966). High-speed scanning in human memory. Science, 153(3736), 652-654.
101. Stonnington, C. M.; Tan, G.; Kloppel, S.; Chu, C.; Draganski, B.; Jack, C. R.; Jr.; et al. (2008). Interpreting scan data acquired from multiple scanners: a study with Alzheimer's disease. [Research Support, N.I.H.; Extramural Research Support, Non-U.S. Gov't]. NeuroImage, 39(3), 1180-1185. doi: 10.1016/j.neuroimage.2007.09.066.
102. Sui, J.; Adali, T.; Pearlson, G. D.; & Calhoun, V. D. (2009a). An ICA-based method for the identification of optimal FMRI features and components using combined group-discriminative techniques. Neuroimage, 46(1), 73-86, doi: 10.1016/j.neuroimage.2009.01.026.
103. Sui, J.; Adali, T.; Pearlson, G. D.; Clark, V. P.; & Calhoun, V.D. (2009b). A method for accurate group difference detection by constraining the mixing coefficients in an ICA framework. Human Brain Mapping, 30(9), 2953-2970, doi: 10.1002/hbm.20721.
104. Sui, J.; Adali, T.; Pearlson, G.; Yang, H.; Sponheim, S. R.; White, T.; et al. (2010). A CCA + ICA based model for multi-task brain imaging data fusion and its application to schizophrenia. [Comparative Study Research Support, N.I.H.; Extramural]. NeuroImage, 51(1), 123-134, doi: 10.1016/j.neuroimage.2010. 01.069.
105. Sui, J.; Pearlson, G.; Caprihan, A.; Adali, T.; Kiehl, K. A.; Liu, J.; et
106. Sui, J.; Adali, T.; Yu, Q.; Chen, J.; & Calhoun, V. D. (2012a). A review of multivariate methods for multimodal fusion of brain imaging data. [Comparative Study Research Support, N.I.H.; Extramural Research Support, U.S. Gov't, Non-P.H.S. Review]. Journal of neuroscience methods, 204(1), 68-81, doi: 10.1016/j.jneumeth.2011.10.031.
107. Sui, J.; He, H.; Pearlson, G. D.; Adali, T.; Kiehl, K. A.; Yu, Q.; et al. (2012b). Three-way (N-way) fusion of brain imaging data based on mCCA + jICA and its application to discriminating schizophrenia. NeuroImage, 66C, 119-132, doi: 10.1016/j.neuroimage.2012.10.051.
108. Tabangin, M. E.; Woo, J. G.; & Martin, L. J. (2009). The effect of minor allele frequency on the likelihood of obtaining false positives. BMC Proceedings, 3(Suppl 7), S41. doi: 10.1186/1753-6561-3-S7-S41.
109. Tost, H.; Meyer-Lindenberg, A.; Klein, S.; Schmitt, A.; Hohn, F.; Tenckhoff, A.; et al. (2006). D2 antidopaminergic modulation of frontal lobe function in healthy human subjects. [Clinical Trial]. Biological Psychiatry, 60(11), 1196-1205. doi: 10.1016/j.biopsych.2006.04.014.
110. van der Kouwe, A. J.; Benner, T.; & Dale, A. M. (2006). Real-time rigid body motion correction and shimming using cloverleaf navigators. [Evaluation Studies Research Support, N.I.H.; Extramural Research Support, Non-U.S. Gov't]. Magnetic Resonance in Medicine: Official Journal of the Society of Magnetic Resonance in Medicine/Society of Magnetic Resonance in Medicine, 56(5), 1019-1032. doi: 10.1002/mrm.21038.
111. Walton, E.; Turner, J. Gollub, R. L.; Manoach, D. S.; Yendiki, A.; Ho, B. C.; et al. (2012) Cumulative genetic risk and prefrontal activity in patients with Schizophrenia, Schizophrenia Bulletin, 39(3), 703-711, doi: 10.1093/schbul/sbr190.
112. Watson, D. R.; Bai, F.; Barrett, S. L.; Turkington, A.; Rushe, T. M.; Mulholland, C. C.; et al. (2012). Structural changes in the hippocampus and amygdala at first episode of psychosis. [Comparative Study Research Support, Non-U.S. Gov't]. Brain Imaging and Behavior, 6(1), 49-60. doi: 10.1007/s11682-011-9141-4.
113. Wechsler, D. (1997a). Wechsler Adult Intelligence Scale (3rd ed.). San Antonio: Psychological Corporation.
114. Wechsler, D. (1997b). Wechsler Memory Scale (3rd ed.). San Antonio: Psychological Corporation.
115. White, T.; Nelson, M.; & Lim, K. O. (2008). Diffusion tensor imaging in psychiatric disorders. [Research Support, N.I.H.; Extramural Review]. Topics in Magnetic Resonance Imaging: TMRI, 19(2), 97-109. doi: 10.1097/RMR. 0b013e3181809f1e.
116. White, T.; Schmidt, M.; & Karatekin, C. (2009). White matter 'potholes' in early-onset schizophrenia: a new approach to evaluate white matter microstructure using diffusion tensor imaging. [Research Support, N.I.H.; Extramural Research Support, Non-U.S. Gov't]. Psychiatry Research, 174(2), 110-115. doi: 10.1016/j.pscychresns.2009.04.014.
117. White, T.; Magnotta, V.A.; Bockholt, H.J.; Williams, S.; Wallace, S.; Ehrlich, S.; et al. (2011). Global white matter abnormalities in schizophrenia: a multisite diffusion tensor imaging study. [Comparative Study Evaluation Studies Multicenter Study Research Support, N.I.H.; Extramural Research Support, U.S. Gov't, Non-P.H.S.]. Schizophrenia Bulletin, 37(1), 222-232, doi: 10.1093/schbul/sbp088.
118. White, T.; Ehrlich, S.; Ho, B. C.; Manoach, D. S.; Caprihan, A.; Schulz, S. C.; et al. (2012). Spatial characteristics of white matter abnormalities in Schizophrenia. Schizophrenia Bulletin, Sep 16, doi: 10.1093/schbul/sbs106.
119. Whitfield-Gabrieli, S.; Thermenos, H. W.; Milanovic, S.; Tsuang, M. T.; Faraone, S. V.; McCarley, R. W.; et al. (2009). Hyperactivity and hyperconnectivity of the default network in schizophrenia and in first-degree relatives of persons with schizophrenia. [Research Support, N.I.H.; Extramural Research Support, Non-U.S. Gov't]. Proceedings of the National Academy of Sciences of the United States of America, 106(4), 1279-1284. doi: 10.1073/pnas.0809141106.
120. Wilkinson, G. (1993). Wide Range Achievement Test (3rd ed.). Wilmington: Wide Range, Inc.
121. Wright, I. C.; Rabe-Hesketh, S.; Woodruff, P. W.; David, A. S.; Murray, R. M.; & Bullmore, E. T. (2000). Meta-analysis of regional brain volumes in schizophrenia. [Comparative Study Meta-Analysis Research Support, Non-U.S. Gov't]. The American Journal of Psychiatry, 157(1), 16-25.
122. Xu, L.; Pearlson, G.; & Calhoun, V. D. (2009). Joint source based morphometry identifies linked gray and white matter group differences. NeuroImage, 44(3), 777-789. doi: 10.1016/j.neuroimage.2008.09.051.
123. Yang, H.; Liu, J.; Sui, J.; Pearlson, G. D.; & Calhoun, V. D. (2010). A Hybrid Machine Learning Method for Fusing fMRI and Genetic Data: Combining both Improves Classification of Schizophrenia. Frontiers in Human Neuroscience, 4, 192. doi: 10.3389/fnhum.2010.00192.
124. Yendiki, A.; Greve, D. N.; Wallace, S.; Vangel, M.; Bockholt, J.; Mueller, B. A.; et al. (2010). Multi-site characterization of an fMRI working memory paradigm: reliability of activation indices. NeuroImage, 53(1), 119-131, doi: 10.1016/j.neuroimage.2010.02.084.
125. Yendiki, A.; Panneck, P.; Srinivasan, P.; Stevens, A.; Zollei, L.; Augustinack, J.; et al. (2011). Automated probabilistic reconstruction of white-matter pathways in health and disease using an atlas of the underlying anatomy. Frontiers in Neuroinformatics, 5, 23, doi: 10.3389/fninf.2011.00023.
126. Yu, Q.; Sui, J.; Rachakonda, S.; He, H.; Pearlson, G.; & Calhoun, V. D. (2011). Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task. Frontiers in Systems Neuroscience, 5, 7. doi: 10.3389/fnsys.2011.00007.