{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T09:47:16Z","timestamp":1764841636315},"reference-count":52,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2010,7,7]],"date-time":"2010-07-07T00:00:00Z","timestamp":1278460800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neuroinform"],"published-print":{"date-parts":[[2010,12]]},"DOI":"10.1007\/s12021-010-9077-7","type":"journal-article","created":{"date-parts":[[2010,7,6]],"date-time":"2010-07-06T18:10:38Z","timestamp":1278439838000},"page":"213-229","source":"Crossref","is-referenced-by-count":45,"title":["Identification of Imaging Biomarkers in Schizophrenia: A Coefficient-constrained Independent Component Analysis of the Mind Multi-site Schizophrenia Study"],"prefix":"10.1007","volume":"8","author":[{"given":"Dae Il","family":"Kim","sequence":"first","affiliation":[]},{"given":"Jing","family":"Sui","sequence":"additional","affiliation":[]},{"given":"Srinivas","family":"Rachakonda","sequence":"additional","affiliation":[]},{"given":"Tonya","family":"White","sequence":"additional","affiliation":[]},{"given":"Dara S.","family":"Manoach","sequence":"additional","affiliation":[]},{"given":"V. P.","family":"Clark","sequence":"additional","affiliation":[]},{"given":"Beng-Choon","family":"Ho","sequence":"additional","affiliation":[]},{"given":"S. Charles","family":"Schulz","sequence":"additional","affiliation":[]},{"given":"Vince D.","family":"Calhoun","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2010,7,7]]},"reference":[{"key":"9077_CR1","volume-title":"Scale for the Assessment of Negative Symptoms (SANS)","year":"1983","unstructured":"Andreasen, N. C. (Ed.). (1983). Scale for the Assessment of Negative Symptoms (SANS). Iowa City: University of Iowa."},{"key":"9077_CR2","volume-title":"Scale for the Assessment of Positive Symptoms (SAPS)","year":"1984","unstructured":"Andreasen, N. C. (Ed.). (1984). Scale for the Assessment of Positive Symptoms (SAPS). Iowa City: University of Iowa."},{"issue":"6","key":"9077_CR3","doi-asserted-by":"crossref","first-page":"457","DOI":"10.1016\/j.biopsych.2005.04.036","volume":"58","author":"E Antonova","year":"2005","unstructured":"Antonova, E., Kumari, V., Morris, R., Halari, R., Anilkumar, A., Mehrotra, R., et al. (2005). The relationship of structural alterations to cognitive deficits in schizophrenia: a voxel-based morphometry study. Biological Psychiatry, 58(6), 457\u2013467.","journal-title":"Biological Psychiatry"},{"issue":"11","key":"9077_CR4","doi-asserted-by":"crossref","first-page":"1457","DOI":"10.1176\/ajp.147.11.1457","volume":"147","author":"PE Barta","year":"1990","unstructured":"Barta, P. E., Pearlson, G. D., Powers, R. E., Richards, S. S., & Tune, L. E. (1990). Auditory hallucinations and smaller superior temporal gyral volume in schizophrenia. The American Journal of Psychiatry, 147(11), 1457\u20131462.","journal-title":"The American Journal of Psychiatry"},{"issue":"1457","key":"9077_CR5","doi-asserted-by":"crossref","first-page":"1001","DOI":"10.1098\/rstb.2005.1634","volume":"360","author":"CF Beckmann","year":"2005","unstructured":"Beckmann, C. F., DeLuca, M., Devlin, J. T., & Smith, S. M. (2005). Investigations into resting-state connectivity using independent component analysis. Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences, 360(1457), 1001\u20131013.","journal-title":"Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences"},{"issue":"6","key":"9077_CR6","doi-asserted-by":"crossref","first-page":"1129","DOI":"10.1162\/neco.1995.7.6.1129","volume":"7","author":"AJ Bell","year":"1995","unstructured":"Bell, A. J., & Sejnowski, T. J. (1995). An information-maximization approach to blind separation and blind deconvolution. Neural Computation, 7(6), 1129\u20131159.","journal-title":"Neural Computation"},{"key":"9077_CR7","doi-asserted-by":"crossref","unstructured":"Broyd, S. J., Demanuele, C., Debener, S., Helps, S. K., James, C. J., & Sonuga-Barke, E. J. (2008). Default-mode brain dysfunction in mental disorders: A systematic review. Neuroscience and Biobehavioral Reviews","DOI":"10.1016\/j.neubiorev.2008.09.002"},{"issue":"3","key":"9077_CR8","doi-asserted-by":"crossref","first-page":"140","DOI":"10.1002\/hbm.1048","volume":"14","author":"VD Calhoun","year":"2001","unstructured":"Calhoun, V. D., Adali, T., Pearlson, G. D., & Pekar, J. J. (2001). A Method for Making Group Inferences from Functional MRI Data Using Independent Component Analysis. Human Brain Mapping, 14(3), 140\u2013151.","journal-title":"Human Brain Mapping"},{"issue":"1","key":"9077_CR9","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1002\/hbm.20166","volume":"27","author":"VD Calhoun","year":"2006","unstructured":"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\u201362.","journal-title":"Human Brain Mapping"},{"key":"9077_CR10","doi-asserted-by":"crossref","unstructured":"Calhoun, V. D., Kiehl, K. A., Pearlson, G. D. (2007a). Modulation of temporally coherent brain networks estimated using ICA at rest and during cognitive tasks. Hum Brain Mapp In Press.","DOI":"10.1002\/hbm.20581"},{"key":"9077_CR11","doi-asserted-by":"crossref","unstructured":"Calhoun, V. D., Maciejewski, P. K., Pearlson, G. D., Kiehl, K. A. (2007b). Temporal lobe and \u201cdefault\u201d hemodynamic brain modes discriminate between schizophrenia and bipolar disorder. Human Brain Mapping","DOI":"10.1002\/hbm.20463"},{"key":"9077_CR12","doi-asserted-by":"crossref","unstructured":"Calhoun, V. D., Kiehl, K. A., Pearlson, G. D. (2008). Modulation of temporally coherent brain networks estimated using ICA at rest and during cognitive tasks. Human Brain Mapping.","DOI":"10.1002\/hbm.20581"},{"issue":"2","key":"9077_CR13","doi-asserted-by":"crossref","first-page":"675","DOI":"10.1016\/j.neuroimage.2008.04.255","volume":"42","author":"A Caprihan","year":"2008","unstructured":"Caprihan, A., Pearlson, G. D., & Calhoun, V. D. (2008). Application of principal component analysis to distinguish patients with schizophrenia from healthy controls based on fractional anisotropy measurements. Neuroimage, 42(2), 675\u2013682.","journal-title":"Neuroimage"},{"issue":"2","key":"9077_CR14","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1016\/S0925-4927(02)00118-X","volume":"122","author":"LL Davidson","year":"2003","unstructured":"Davidson, L. L., & Heinrichs, R. W. (2003). Quantification of frontal and temporal lobe brain-imaging findings in schizophrenia: a meta-analysis. Psychiatry Research, 122(2), 69\u201387.","journal-title":"Psychiatry Research"},{"issue":"6","key":"9077_CR15","doi-asserted-by":"crossref","first-page":"667","DOI":"10.1111\/1469-8986.3660667","volume":"36","author":"JM Ford","year":"1999","unstructured":"Ford, J. M. (1999). Schizophrenia: the broken P300 and beyond. Psychophysiology, 36(6), 667\u2013682.","journal-title":"Psychophysiology"},{"issue":"5","key":"9077_CR16","doi-asserted-by":"crossref","first-page":"470","DOI":"10.1109\/TMI.2002.1009383","volume":"21","author":"L Freire","year":"2002","unstructured":"Freire, L., Roche, A., & Mangin, J. F. (2002). What is the best similarity measure for motion correction in fMRI time series? IEEE Transactions on Medical Imaging, 21(5), 470\u2013484.","journal-title":"IEEE Transactions on Medical Imaging"},{"issue":"2","key":"9077_CR17","doi-asserted-by":"crossref","first-page":"471","DOI":"10.1016\/j.neuroimage.2006.07.012","volume":"33","author":"L Friedman","year":"2006","unstructured":"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. Neuroimage, 33(2), 471\u2013481.","journal-title":"Neuroimage"},{"key":"9077_CR18","unstructured":"Friedman, L., Stern, H., Brown, G. G., Mathalon, D. H., Turner, J., Glover G. H., et al. (2007). Test-retest and between-site reliability in a multicenter fMRI study. Human Brain Mapping."},{"key":"9077_CR19","unstructured":"Friston, K. (1994). Statistical parametric mapping."},{"key":"9077_CR20","doi-asserted-by":"crossref","first-page":"68","DOI":"10.1111\/j.1600-0447.1999.tb05985.x","volume":"395","author":"KJ Friston","year":"1999","unstructured":"Friston, K. J. (1999). Schizophrenia and the disconnection hypothesis. Acta Psychiatrica Scandinavica. Supplementum, 395, 68\u201379.","journal-title":"Acta Psychiatrica Scandinavica. Supplementum"},{"issue":"3","key":"9077_CR21","doi-asserted-by":"crossref","first-page":"450","DOI":"10.1176\/ajp.2007.164.3.450","volume":"164","author":"AG Garrity","year":"2007","unstructured":"Garrity, A. G., Pearlson, G. D., McKiernan, K., Lloyd, D., Kiehl, K. A., & Calhoun, V. D. (2007). Aberrant \u201cdefault mode\u201d functional connectivity in schizophrenia. The American Journal of Psychiatry, 164(3), 450\u2013457.","journal-title":"The American Journal of Psychiatry"},{"issue":"1","key":"9077_CR22","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1002\/hbm.20138","volume":"25","author":"DC Glahn","year":"2005","unstructured":"Glahn, D. C., Ragland, J. D., Abramoff, A., Barrett, J., Laird, A. R., Bearden, C. E., et al. (2005). Beyond hypofrontality: a quantitative meta-analysis of functional neuroimaging studies of working memory in schizophrenia. Human Brain Mapping, 25(1), 60\u201369.","journal-title":"Human Brain Mapping"},{"issue":"4","key":"9077_CR23","doi-asserted-by":"crossref","first-page":"348","DOI":"10.1176\/jnp.6.4.348","volume":"6","author":"PS Goldman-Rakic","year":"1994","unstructured":"Goldman-Rakic, P. S. (1994). Working memory dysfunction in schizophrenia. The Journal of Neuropsychiatry and Clinical Neurosciences, 6(4), 348\u2013357.","journal-title":"The Journal of Neuropsychiatry and Clinical Neurosciences"},{"issue":"3","key":"9077_CR24","doi-asserted-by":"crossref","first-page":"437","DOI":"10.1093\/schbul\/23.3.437","volume":"23","author":"PS Goldman-Rakic","year":"1997","unstructured":"Goldman-Rakic, P. S., & Selemon, L. D. (1997). Functional and anatomical aspects of prefrontal pathology in schizophrenia. Schizophrenia Bulletin, 23(3), 437\u2013458.","journal-title":"Schizophrenia Bulletin"},{"issue":"1\u20133","key":"9077_CR25","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1016\/j.schres.2007.11.008","volume":"99","author":"MJ Groom","year":"2008","unstructured":"Groom, M. J., Jackson, G. M., Calton, T. G., Andrews, H. K., Bates, A. T., Liddle, P. F., et al. (2008). Cognitive deficits in early-onset schizophrenia spectrum patients and their non-psychotic siblings: a comparison with ADHD. Schizophrenia Research, 99(1\u20133), 85\u201395.","journal-title":"Schizophrenia Research"},{"issue":"4","key":"9077_CR26","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1111\/j.1600-0447.2004.00376.x","volume":"110","author":"K Hill","year":"2004","unstructured":"Hill, K., Mann, L., Laws, K. R., Stephenson, C. M., Nimmo-Smith, I., & McKenna, P. J. (2004). Hypofrontality in schizophrenia: a meta-analysis of functional imaging studies. Acta Psychiatrica Scandinavica, 110(4), 243\u2013256.","journal-title":"Acta Psychiatrica Scandinavica"},{"issue":"3","key":"9077_CR27","doi-asserted-by":"crossref","first-page":"1214","DOI":"10.1016\/j.neuroimage.2004.03.027","volume":"22","author":"J Himberg","year":"2004","unstructured":"Himberg, J., Hyvarinen, A., & Esposito, F. (2004). Validating the independent components of neuroimaging time series via clustering and visualization. Neuroimage, 22(3), 1214\u20131222.","journal-title":"Neuroimage"},{"key":"9077_CR28","doi-asserted-by":"crossref","first-page":"899","DOI":"10.1016\/j.neuroimage.2004.12.035","volume":"25","author":"KA Kiehl","year":"2005a","unstructured":"Kiehl, K. A., Stevens, M., Laurens, K. R., Pearlson, G. D., Calhoun, V. D., & Liddle, P. F. (2005a). An adaptive reflexive processing model of neurocognitive function: Supporting evidence from a large scale (n\u2009=\u2009100) fMRI study of an auditory oddball task. Neuroimage, 25, 899\u2013915.","journal-title":"Neuroimage"},{"issue":"9","key":"9077_CR29","doi-asserted-by":"crossref","first-page":"1029","DOI":"10.1016\/j.biopsych.2005.01.035","volume":"57","author":"KA Kiehl","year":"2005b","unstructured":"Kiehl, K. A., Stevens, M. C., Celone, K., Kurtz, M., & Krystal, J. H. (2005b). Abnormal hemodynamics in schizophrenia during an auditory oddball task. Biological Psychiatry, 57(9), 1029\u20131040.","journal-title":"Biological Psychiatry"},{"key":"9077_CR30","doi-asserted-by":"crossref","unstructured":"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. Human Brain Mapping.","DOI":"10.1002\/hbm.20807"},{"issue":"1","key":"9077_CR31","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1093\/schbul\/sbn133","volume":"35","author":"DI Kim","year":"2009b","unstructured":"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. Schizophrenia Bulletin, 35(1), 67\u201381.","journal-title":"Schizophrenia Bulletin"},{"issue":"2\u20133","key":"9077_CR32","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1016\/S0920-9964(97)00063-7","volume":"27","author":"SS Kindermann","year":"1997","unstructured":"Kindermann, S. S., Karimi, A., Symonds, L., Brown, G. G., & Jeste, D. V. (1997). Review of functional magnetic resonance imaging in schizophrenia. Schizophrenia Research, 27(2\u20133), 143\u2013156.","journal-title":"Schizophrenia Research"},{"issue":"2\u20133","key":"9077_CR33","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1016\/j.schres.2004.12.010","volume":"75","author":"KR Laurens","year":"2005","unstructured":"Laurens, K. R., Kiehl, K. A., Ngan, E. T., & Liddle, P. F. (2005). Attention orienting dysfunction during salient novel stimulus processing in schizophrenia. Schizophrenia Research, 75(2\u20133), 159\u2013171.","journal-title":"Schizophrenia Research"},{"issue":"4","key":"9077_CR34","doi-asserted-by":"crossref","first-page":"599","DOI":"10.1037\/0021-843X.114.4.599","volume":"114","author":"J Lee","year":"2005","unstructured":"Lee, J., & Park, S. (2005). Working memory impairments in schizophrenia: a meta-analysis. Journal of Abnormal Psychology, 114(4), 599\u2013611.","journal-title":"Journal of Abnormal Psychology"},{"issue":"11","key":"9077_CR35","doi-asserted-by":"crossref","first-page":"1251","DOI":"10.1002\/hbm.20359","volume":"28","author":"YO Li","year":"2007","unstructured":"Li, Y. O., Adali, T., & Calhoun, V. D. (2007). Estimating the number of independent components for functional magnetic resonance imaging data. Human Brain Mapping, 28(11), 1251\u20131266.","journal-title":"Human Brain Mapping"},{"key":"9077_CR36","unstructured":"Machado, G., Juarez, M., Clark, V. P., Gollub, R. L., Magnotta, V., White, T., et al. (2007). Probing schizophrenia with a sensorimotor task: Large-scale (n\u2009=\u2009273) independent component analysis of first episode and chronic schizophrenia patients."},{"issue":"2\u20133","key":"9077_CR37","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1016\/S0920-9964(02)00294-3","volume":"60","author":"DS Manoach","year":"2003","unstructured":"Manoach, D. S. (2003). Prefrontal cortex dysfunction during working memory performance in schizophrenia: reconciling discrepant findings. Schizophrenia Research, 60(2\u20133), 285\u2013298.","journal-title":"Schizophrenia Research"},{"issue":"2","key":"9077_CR38","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1016\/S0006-3223(00)00227-4","volume":"48","author":"DS Manoach","year":"2000","unstructured":"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. Biological Psychiatry, 48(2), 99\u2013109.","journal-title":"Biological Psychiatry"},{"issue":"1\u20133","key":"9077_CR39","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1016\/j.schres.2008.06.013","volume":"104","author":"SA Meda","year":"2008","unstructured":"Meda, S. A., Bhattarai, M., Morris, N. A., Astur, R. S., Calhoun, V. D., Mathalon, D. H., et al. (2008). An fMRI study of working memory in first-degree unaffected relatives of schizophrenia patients. Schizophrenia Research, 104(1\u20133), 85\u201395.","journal-title":"Schizophrenia Research"},{"issue":"1\u20133","key":"9077_CR40","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1016\/j.schres.2008.06.023","volume":"104","author":"EM Meisenzahl","year":"2008","unstructured":"Meisenzahl, E. M., Koutsouleris, N., Bottlender, R., Scheuerecker, J., Jager, M., Teipel, S. J., et al. (2008). Structural brain alterations at different stages of schizophrenia: a voxel-based morphometric study. Schizophrenia Research, 104(1\u20133), 44\u201360.","journal-title":"Schizophrenia Research"},{"issue":"11","key":"9077_CR41","doi-asserted-by":"crossref","first-page":"1809","DOI":"10.1176\/appi.ajp.158.11.1809","volume":"158","author":"A Meyer-Lindenberg","year":"2001","unstructured":"Meyer-Lindenberg, A., Poline, J. B., Kohn, P. D., Holt, J. L., Egan, M. F., Weinberger, D. R., et al. (2001). Evidence for abnormal cortical functional connectivity during working memory in schizophrenia. The American Journal of Psychiatry, 158(11), 1809\u20131817.","journal-title":"The American Journal of Psychiatry"},{"issue":"8","key":"9077_CR42","doi-asserted-by":"crossref","first-page":"811","DOI":"10.1001\/archgenpsychiatry.2009.91","volume":"66","author":"MJ Minzenberg","year":"2009","unstructured":"Minzenberg, M. J., Laird, A. R., Thelen, S., Carter, C. S., & Glahn, D. C. (2009). Meta-analysis of 41 functional neuroimaging studies of executive function in schizophrenia. Archives of General Psychiatry, 66(8), 811\u2013822.","journal-title":"Archives of General Psychiatry"},{"issue":"3","key":"9077_CR43","doi-asserted-by":"crossref","first-page":"1231","DOI":"10.1016\/j.neuroimage.2004.03.009","volume":"22","author":"HJ Park","year":"2004","unstructured":"Park, H. J., Levitt, J., Shenton, M. E., Salisbury, D. F., Kubicki, M., Kikinis, R., et al. (2004). An MRI study of spatial probability brain map differences between first-episode schizophrenia and normal controls. Neuroimage, 22(3), 1231\u20131246.","journal-title":"Neuroimage"},{"issue":"8","key":"9077_CR44","doi-asserted-by":"crossref","first-page":"1203","DOI":"10.1016\/S0278-5846(97)00159-0","volume":"21","author":"GD Pearlson","year":"1997","unstructured":"Pearlson, G. D. (1997). Superior temporal gyrus and planum temporale in schizophrenia: a selective review. Progress in Neuropsychopharmacology & Biological Psychiatry, 21(8), 1203\u20131229.","journal-title":"Progress in Neuropsychopharmacology & Biological Psychiatry"},{"issue":"1","key":"9077_CR45","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1016\/S0006-3223(02)01435-X","volume":"53","author":"J Quintana","year":"2003","unstructured":"Quintana, J., Wong, T., Ortiz-Portillo, E., Kovalik, E., Davidson, T., Marder, S. R., et al. (2003). Prefrontal-posterior parietal networks in schizophrenia: primary dysfunctions and secondary compensations. Biological Psychiatry, 53(1), 12\u201324.","journal-title":"Biological Psychiatry"},{"issue":"1\u20133","key":"9077_CR46","doi-asserted-by":"crossref","first-page":"198","DOI":"10.1016\/j.schres.2006.07.021","volume":"89","author":"F Schneider","year":"2007","unstructured":"Schneider, F., Habel, U., Reske, M., Kellermann, T., Stocker, T., Shah, N. J., et al. (2007). Neural correlates of working memory dysfunction in first-episode schizophrenia patients: an fMRI multi-center study. Schizophrenia Research, 89(1\u20133), 198\u2013210.","journal-title":"Schizophrenia Research"},{"issue":"1","key":"9077_CR47","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1006\/nimg.1998.0387","volume":"9","author":"J Schroder","year":"1999","unstructured":"Schroder, J., Essig, M., Baudendistel, K., Jahn, T., Gerdsen, I., Stockert, A., et al. (1999). Motor dysfunction and sensorimotor cortex activation changes in schizophrenia: A study with functional magnetic resonance imaging. Neuroimage, 9(1), 81\u201387.","journal-title":"Neuroimage"},{"issue":"2","key":"9077_CR48","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1037\/h0031999","volume":"78","author":"JC Schwarz","year":"1971","unstructured":"Schwarz, J. C. (1971). High School Yearbooks: Further explication and reply to Meehl. Journal of Abnormal Psychology, 78(2), 145\u2013147.","journal-title":"Journal of Abnormal Psychology"},{"issue":"736","key":"9077_CR49","doi-asserted-by":"crossref","first-page":"652","DOI":"10.1126\/science.153.3736.652","volume":"153","author":"S Sternberg","year":"1966","unstructured":"Sternberg, S. (1966). High-speed scanning in human memory. Science, 153(736), 652\u2013654.","journal-title":"Science"},{"issue":"1","key":"9077_CR50","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1016\/j.neuroimage.2009.01.026","volume":"46","author":"J Sui","year":"2009a","unstructured":"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\u201386.","journal-title":"Neuroimage"},{"key":"9077_CR51","doi-asserted-by":"crossref","unstructured":"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.","DOI":"10.1002\/hbm.20721"},{"issue":"3","key":"9077_CR52","doi-asserted-by":"crossref","first-page":"711","DOI":"10.1002\/hbm.20540","volume":"30","author":"L Xu","year":"2009","unstructured":"Xu, L., Groth, K. M., Pearlson, G., Schretlen, D. J., & Calhoun, V. D. (2009). Source-based morphometry: the use of independent component analysis to identify gray matter differences with application to schizophrenia. Human Brain Mapping, 30(3), 711\u2013724.","journal-title":"Human Brain Mapping"}],"container-title":["Neuroinformatics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12021-010-9077-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s12021-010-9077-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12021-010-9077-7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,2]],"date-time":"2019-06-02T01:57:21Z","timestamp":1559440641000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s12021-010-9077-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,7,7]]},"references-count":52,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2010,12]]}},"alternative-id":["9077"],"URL":"https:\/\/doi.org\/10.1007\/s12021-010-9077-7","relation":{},"ISSN":["1539-2791","1559-0089"],"issn-type":[{"value":"1539-2791","type":"print"},{"value":"1559-0089","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,7,7]]}}}