{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T12:43:25Z","timestamp":1774442605161,"version":"3.50.1"},"reference-count":35,"publisher":"Elsevier BV","issue":"1","license":[{"start":{"date-parts":[[2002,5,1]],"date-time":"2002-05-01T00:00:00Z","timestamp":1020211200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Artificial Intelligence in Medicine"],"published-print":{"date-parts":[[2002,5]]},"DOI":"10.1016\/s0933-3657(02)00008-8","type":"journal-article","created":{"date-parts":[[2002,7,26]],"date-time":"2002-07-26T03:27:59Z","timestamp":1027654079000},"page":"45-67","source":"Crossref","is-referenced-by-count":21,"title":["Exploring regions of interest with cluster analysis (EROICA) using a spectral peak statistic for selecting and testing the significance of fMRI activation time-series"],"prefix":"10.1016","volume":"25","author":[{"given":"M.","family":"Jarmasz","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"R.L.","family":"Somorjai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"key":"10.1016\/S0933-3657(02)00008-8_BIB1","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1002\/mrm.1910300204","article-title":"Processing strategies for time-course datasets in functional MRI of the human brain","volume":"30","author":"Bandettini","year":"1993","journal-title":"Magn. Reson. Med."},{"issue":"6","key":"10.1016\/S0933-3657(02)00008-8_BIB2","doi-asserted-by":"crossref","first-page":"1094","DOI":"10.1002\/jmri.1880070623","article-title":"Fuzzy clustering of gradient-echo functional MRI in the human visual cortex, part I: reproducibility","volume":"7","author":"Baumgartner","year":"1997","journal-title":"J. Magn. Reson. Imag."},{"key":"10.1016\/S0933-3657(02)00008-8_BIB3","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1016\/S0730-725X(99)00102-2","article-title":"Comparison of two exploratory data analysis methods for fMRI: fuzzy clustering versus principal component analysis","volume":"18","author":"Baumgartner","year":"2000","journal-title":"J. Magn. Reson. Imag."},{"key":"10.1016\/S0933-3657(02)00008-8_BIB4","doi-asserted-by":"crossref","unstructured":"Bezdek JC. Pattern recognition with fuzzy objective function algorithms. New York: Plenum Press, 1981.","DOI":"10.1007\/978-1-4757-0450-1"},{"key":"10.1016\/S0933-3657(02)00008-8_BIB5","doi-asserted-by":"crossref","unstructured":"Brockwell PJ, Davis RA. Time series: theory and methods. New York: Springer, 1991, pp. 327\u20139.","DOI":"10.1007\/978-1-4419-0320-4"},{"key":"10.1016\/S0933-3657(02)00008-8_BIB6","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1002\/mrm.1910350219","article-title":"Statistical methods of estimation and inference for functional MR image analysis","volume":"35","author":"Bullmore","year":"1996","journal-title":"Magn. Reson. Med."},{"key":"10.1016\/S0933-3657(02)00008-8_BIB7","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1006\/nimg.1997.0278","article-title":"Parametric analysis of fMRI data using linear systems methods","volume":"6","author":"Cohen","year":"1997","journal-title":"NeuroImage"},{"issue":"2","key":"10.1016\/S0933-3657(02)00008-8_BIB8","doi-asserted-by":"crossref","first-page":"270","DOI":"10.1109\/91.580801","article-title":"Robust clustering methods: a unified view","volume":"5","author":"Dave","year":"1997","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"10.1016\/S0933-3657(02)00008-8_BIB9","doi-asserted-by":"crossref","unstructured":"Diggle PJ. Time series: a biostatistical introduction. Oxford: Oxford University Press, 1990.","DOI":"10.1093\/oso\/9780198522065.001.0001"},{"key":"10.1016\/S0933-3657(02)00008-8_BIB10","unstructured":"EvIdent: www.ibd.nrc.ca\/informatics."},{"key":"10.1016\/S0933-3657(02)00008-8_BIB11","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1098\/rspa.1929.0151","article-title":"Tests of significance in harmonic analysis","volume":"125","author":"Fisher","year":"1929","journal-title":"Proc. R. Soc. Ser. A"},{"key":"10.1016\/S0933-3657(02)00008-8_BIB12","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1006\/nimg.1995.1018","article-title":"Characterizing evoked hemodynamics with fMRI","volume":"2","author":"Friston","year":"1995","journal-title":"NeuroImage"},{"key":"10.1016\/S0933-3657(02)00008-8_BIB13","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1002\/hbm.460020402","article-title":"Statistical parametric maps in functional imaging: a general linear approach","volume":"2","author":"Friston","year":"1995","journal-title":"Hum. Brain Map."},{"key":"10.1016\/S0933-3657(02)00008-8_BIB14","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1006\/nimg.1995.1007","article-title":"Analysis of fMRI time series revisited","volume":"2","author":"Friston","year":"1995","journal-title":"NeuroImage"},{"issue":"3","key":"10.1016\/S0933-3657(02)00008-8_BIB15","doi-asserted-by":"crossref","first-page":"298","DOI":"10.1006\/nimg.1998.0391","article-title":"On clustering fMRI time series","volume":"9","author":"Goutte","year":"1999","journal-title":"NeuroImage"},{"key":"10.1016\/S0933-3657(02)00008-8_BIB16","unstructured":"Holmes A, Friston K. Statistical models and experimental design. SPM course notes, 1997 [chapter 3]."},{"key":"10.1016\/S0933-3657(02)00008-8_BIB17","doi-asserted-by":"crossref","unstructured":"Jarmasz M, Somorjai RL. Select before you Fuzzy cluster: detecting potential fMRI activations using a spectral peak measure, Human brain mapping, San Antonio, USA, 2000.","DOI":"10.1016\/S1053-8119(00)91837-8"},{"key":"10.1016\/S0933-3657(02)00008-8_BIB18","unstructured":"Jarmasz M, Somorjai RL. Using a spectral peak statistic to detect potential fMRI activations, ISMRM. Glasgow, Scotland, 2001, 1749 pp."},{"issue":"6","key":"10.1016\/S0933-3657(02)00008-8_BIB19","doi-asserted-by":"crossref","first-page":"S163","DOI":"10.1016\/S1053-8119(01)91506-X","article-title":"A new statistical significance test for fMRI time-series, Human brain mapping, Brighton, UK","volume":"13","author":"Jarmasz","year":"2001","journal-title":"NeuroImage"},{"key":"10.1016\/S0933-3657(02)00008-8_BIB20","first-page":"1","article-title":"Non-linear time series analysis for human brain mapping by functional magnetic resonance imaging","volume":"46","author":"Lange","year":"1997","journal-title":"Appl. Stat."},{"key":"10.1016\/S0933-3657(02)00008-8_BIB21","doi-asserted-by":"crossref","first-page":"389","DOI":"10.1002\/(SICI)1097-0258(19960229)15:4<389::AID-SIM285>3.0.CO;2-J","article-title":"Statistical approaches to human brain mapping by functional magnetic resonance imaging","volume":"15","author":"Lange","year":"1996","journal-title":"Stat. Med."},{"key":"10.1016\/S0933-3657(02)00008-8_BIB22","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1006\/nimg.2000.0628","article-title":"A new statistical approach to detecting significant activation in functional MRI","volume":"12","author":"Marchini","year":"2000","journal-title":"NeuroImage"},{"issue":"6","key":"10.1016\/S0933-3657(02)00008-8_BIB23","doi-asserted-by":"crossref","first-page":"1102","DOI":"10.1002\/jmri.1880070624","article-title":"Fuzzy clustering of gradient-echo functional MRI in the human visual cortex, part II: quantification","volume":"7","author":"Moser","year":"1997","journal-title":"J. Magn. Reson. Imag."},{"key":"10.1016\/S0933-3657(02)00008-8_BIB24","unstructured":"Oppenheim AV, Schafer R. Discrete-time signal processing. Englewood Cliffs, NJ: Prentice Hall, 1989."},{"key":"10.1016\/S0933-3657(02)00008-8_BIB25","unstructured":"Press WH, Teukolsky SA, Vettering WT, Flannery, BP. Numerical recipes in C: the art of scientific computation. Cambridge: Cambridge University Press, 1992."},{"key":"10.1016\/S0933-3657(02)00008-8_BIB26","unstructured":"Priestley MB. Spectral analysis and time series. London: Academic Press, 1981."},{"key":"10.1016\/S0933-3657(02)00008-8_BIB27","doi-asserted-by":"crossref","unstructured":"Purdon PL, Weisskoff RM. Effect of temporal autocorrelations due to physiological noise stimulus paradigm on voxel-level false positive rates in fMRI. Hum. Brain Map. 6, 1998, 239\u2013249.","DOI":"10.1002\/(SICI)1097-0193(1998)6:4<239::AID-HBM4>3.0.CO;2-4"},{"key":"10.1016\/S0933-3657(02)00008-8_BIB28","doi-asserted-by":"crossref","unstructured":"Richter W, Somorjai R, Summers R, Jarmasz M, Tegeler C, Ugurbil K et al. Motor area activity during mental rotation studied by time-resolved single-trial fMRI, Journal of Cognitive Neuroscience 2001;12(2): 310\u201320.","DOI":"10.1162\/089892900562129"},{"key":"10.1016\/S0933-3657(02)00008-8_BIB29","unstructured":"Scarth G, McIntyre M, Wowk B, Somorjai R. Detection of novelty in functional images using fuzzy clustering. In: Proceedings of the Twelfth Annual Meeting of the Society of Magnetic Resonance, 1995, vol. 1; Nice, France. 238 pp."},{"key":"10.1016\/S0933-3657(02)00008-8_BIB30","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1985.tb01327.x","article-title":"Some aspects of the spline smoothing approach to nonparametric regression curve fitting","volume":"47","author":"Silverman","year":"1985","journal-title":"J. R. Stat. Soc. B"},{"key":"10.1016\/S0933-3657(02)00008-8_BIB31","unstructured":"Somorjai R, Jarmasz M, Baumgartner R. A fast two-stage strategy for the exploratory analysis of functional MRI data by temporal fuzzy clustering. In: Proceedings of the CIMA Conference, Bangor, UK, 2001."},{"key":"10.1016\/S0933-3657(02)00008-8_BIB32","unstructured":"Somorjai R, Jarmasz M. Exploratory analysis of fMRI data by fuzzy clustering\u2014philosophy, strategy, tactics, implementation. In: Friedrich T Sommer, Andrzej Wichert, editors. Exploratory analysis and data modeling in functional neuroimaging. Cambridge: MIT Press, [chapter 1]."},{"key":"10.1016\/S0933-3657(02)00008-8_BIB33","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1006\/nimg.1995.1023","article-title":"Analysis of fMRI time series revisited\u2014again","volume":"2","author":"Worsley","year":"1995","journal-title":"Neuroimage"},{"key":"10.1016\/S0933-3657(02)00008-8_BIB34","unstructured":"www.momonga.t.u-tokyo.ac.jp\/\u223cooura\/index.html."},{"key":"10.1016\/S0933-3657(02)00008-8_BIB35","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1006\/nimg.1997.0263","article-title":"Empirical analyses of BOLD fMRI statistics","volume":"5","author":"Zarahn","year":"1997","journal-title":"NeuroImage"}],"container-title":["Artificial Intelligence in Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0933365702000088?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0933365702000088?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2024,12,6]],"date-time":"2024-12-06T21:09:07Z","timestamp":1733519347000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0933365702000088"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2002,5]]},"references-count":35,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2002,5]]}},"alternative-id":["S0933365702000088"],"URL":"https:\/\/doi.org\/10.1016\/s0933-3657(02)00008-8","relation":{},"ISSN":["0933-3657"],"issn-type":[{"value":"0933-3657","type":"print"}],"subject":[],"published":{"date-parts":[[2002,5]]}}}