{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T13:23:43Z","timestamp":1781702623485,"version":"3.54.5"},"reference-count":39,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2016,10,4]],"date-time":"2016-10-04T00:00:00Z","timestamp":1475539200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2016,10,4]],"date-time":"2016-10-04T00:00:00Z","timestamp":1475539200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["DA033393"],"award-info":[{"award-number":["DA033393"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["AG042599"],"award-info":[{"award-number":["AG042599"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Brain Imaging and Behavior"],"published-print":{"date-parts":[[2017,8]]},"DOI":"10.1007\/s11682-016-9596-4","type":"journal-article","created":{"date-parts":[[2016,10,4]],"date-time":"2016-10-04T18:15:58Z","timestamp":1475604958000},"page":"1179-1191","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Assessing the effects of cocaine dependence and pathological gambling using group-wise sparse representation of natural stimulus FMRI data"],"prefix":"10.1007","volume":"11","author":[{"given":"Yudan","family":"Ren","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jun","family":"Fang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jinglei","family":"Lv","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xintao","family":"Hu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cong Christine","family":"Guo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lei","family":"Guo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiansong","family":"Xu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marc N.","family":"Potenza","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tianming","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2016,10,4]]},"reference":[{"issue":"6","key":"9596_CR1","doi-asserted-by":"publisher","first-page":"1891","DOI":"10.1046\/j.1460-9568.1999.00621.x","volume":"11","author":"S Baron-Cohen","year":"1999","unstructured":"Baron-Cohen, S., Ring, H. A., Wheelwright, S., Bullmore, E. T., Brammer, M. J., Simmons, A., et al. (1999). Social intelligence in the normal and autistic brain: an fMRI study. European Journal of Neuroscience, 11(6), 1891\u20131898.","journal-title":"European Journal of Neuroscience"},{"issue":"1","key":"9596_CR2","doi-asserted-by":"publisher","first-page":"419","DOI":"10.1016\/j.neuroimage.2004.01.007","volume":"22","author":"A Bartels","year":"2004","unstructured":"Bartels, A., & Zeki, S. (2004). The chronoarchitecture of the human brain\u2014natural viewing conditions reveal a time-based anatomy of the brain. NeuroImage, 22(1), 419\u2013433.","journal-title":"NeuroImage"},{"issue":"1","key":"9596_CR3","doi-asserted-by":"publisher","first-page":"294","DOI":"10.1016\/j.neuroimage.2004.10.043","volume":"25","author":"CF Beckmann","year":"2005","unstructured":"Beckmann, C. F., & Smith, S. M. (2005). Tensorial extensions of independent component analysis for multisubject FMRI analysis. NeuroImage, 25(1), 294\u2013311.","journal-title":"NeuroImage"},{"issue":"2","key":"9596_CR4","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1080\/87565640701190841","volume":"31","author":"ED Bigler","year":"2007","unstructured":"Bigler, E. D., Mortensen, S., Neeley, E. S., Ozonoff, S., Krasny, L., Johnson, M., et al. (2007). Superior temporal gyrus, language function, and autism. Developmental Neuropsychology, 31(2), 217\u2013238.","journal-title":"Developmental Neuropsychology"},{"key":"9596_CR5","doi-asserted-by":"publisher","first-page":"213","DOI":"10.1016\/j.neuroimage.2012.11.031","volume":"67","author":"C Bordier","year":"2013","unstructured":"Bordier, C., Puja, F., & Macaluso, E. (2013). Sensory processing during viewing of cinematographic material: Computational modeling and functional neuroimaging. NeuroImage, 67, 213\u2013226.","journal-title":"NeuroImage"},{"key":"9596_CR6","doi-asserted-by":"crossref","unstructured":"Childress, A. R., Mozley, P. D., McElgin, W., Fitzgerald, J., Reivich, M., & O\u2019brien, C. P. (1999). Limbic activation during cue-induced cocaine craving. American Journal of Psychiatry, 156, 11\u201318.","DOI":"10.1176\/ajp.156.1.11"},{"issue":"2","key":"9596_CR7","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1016\/j.ijpsycho.2008.03.004","volume":"69","author":"M Codispoti","year":"2008","unstructured":"Codispoti, M., Surcinelli, P., & Baldaro, B. (2008). Watching emotional movies: Affective reactions and gender differences. International Journal of Psychophysiology, 69(2), 90\u201395.","journal-title":"International Journal of Psychophysiology"},{"key":"9596_CR8","doi-asserted-by":"crossref","unstructured":"Crockford, D. N., Goodyear, B., Edwards, J., Quickfall, J., & el-Guebaly, N. (2005). Cue-induced brain activity in pathological gamblers. Biological Psychiatry, 58(10), 787\u2013795.","DOI":"10.1016\/j.biopsych.2005.04.037"},{"issue":"10","key":"9596_CR9","doi-asserted-by":"publisher","first-page":"1049","DOI":"10.1038\/79871","volume":"3","author":"AR Damasio","year":"2000","unstructured":"Damasio, A. R., Grabowski, T. J., Bechara, A., Damasio, H., Ponto, L. L., Parvizi, J., et al. (2000). Subcortical and cortical brain activity during the feeling of self-generated emotions. Nature Neuroscience, 3(10), 1049\u20131056.","journal-title":"Nature Neuroscience"},{"issue":"2","key":"9596_CR10","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1177\/1534582304267187","volume":"3","author":"J Decety","year":"2004","unstructured":"Decety, J., & Jackson, P. L. (2004). The functional architecture of human empathy. Behavioral and Cognitive Neuroscience Reviews, 3(2), 71\u2013100.","journal-title":"Behavioral and Cognitive Neuroscience Reviews"},{"issue":"4","key":"9596_CR11","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1002\/hbm.460020402","volume":"2","author":"KJ Friston","year":"1994","unstructured":"Friston, K. J., Holmes, A. P., Worsley, K. J., Poline, J. P., Frith, C. D., & Frackowiak, R. S. (1994). Statistical parametric maps in functional imaging: a general linear approach. Human Brain Mapping, 2(4), 189\u2013210.","journal-title":"Human Brain Mapping"},{"issue":"5\u20136","key":"9596_CR12","doi-asserted-by":"publisher","first-page":"593","DOI":"10.1007\/s00429-010-0259-8","volume":"214","author":"H Garavan","year":"2010","unstructured":"Garavan, H. (2010). Insula and drug cravings. Brain Structure and Function, 214(5\u20136), 593\u2013601.","journal-title":"Brain Structure and Function"},{"key":"9596_CR13","unstructured":"Gazzaniga, M. S. (2004). The cognitive neurosciences. Cambridge, MA: MIT press."},{"issue":"4","key":"9596_CR14","doi-asserted-by":"publisher","first-page":"1153","DOI":"10.1016\/j.neuroscience.2006.11.024","volume":"144","author":"RZ Goldstein","year":"2007","unstructured":"Goldstein, R. Z., Tomasi, D., Rajaram, S., Cottone, L. A., Zhang, L., Maloney, T. E., et al. (2007). Role of the anterior cingulate and medial orbitofrontal cortex in processing drug cues in cocaine addiction. Neuroscience, 144(4), 1153\u20131159.","journal-title":"Neuroscience"},{"issue":"4","key":"9596_CR15","doi-asserted-by":"publisher","first-page":"491","DOI":"10.1111\/j.1369-1600.2010.00242.x","volume":"15","author":"AE Goudriaan","year":"2010","unstructured":"Goudriaan, A. E., De Ruiter, M. B., Van Den Brink, W., Oosterlaan, J., & Veltman, D. J. (2010). Brain activation patterns associated with cue reactivity and craving in abstinent problem gamblers, heavy smokers and healthy controls: an fMRI study. Addiction Biology, 15(4), 491\u2013503.","journal-title":"Addiction Biology"},{"issue":"2","key":"9596_CR16","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1006\/brln.2000.2325","volume":"74","author":"RC Gur","year":"2000","unstructured":"Gur, R. C., Alsop, D., Glahn, D., Petty, R., Swanson, C. L., Maldjian, J. A., et al. (2000). An fMRI study of sex differences in regional activation to a verbal and a spatial task. Brain and Language, 74(2), 157\u2013170.","journal-title":"Brain and Language"},{"issue":"4","key":"9596_CR17","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1109\/TAFFC.2015.2411280","volume":"6","author":"J Han","year":"2015","unstructured":"Han, J., Ji, X., Hu, X., Guo, L., & Liu, T. (2015). Arousal recognition using audio-visual features and fmri-based brain response. IEEE Transactions on Affective Computing, 6(4), 337\u2013347.","journal-title":"IEEE Transactions on Affective Computing"},{"issue":"1","key":"9596_CR18","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1016\/j.tics.2009.10.011","volume":"14","author":"U Hasson","year":"2010","unstructured":"Hasson, U., Malach, R., & Heeger, D. J. (2010). Reliability of cortical activity during natural stimulation. Trends in Cognitive Sciences, 14(1), 40\u201348.","journal-title":"Trends in Cognitive Sciences"},{"issue":"9","key":"9596_CR19","doi-asserted-by":"publisher","first-page":"1119","DOI":"10.1111\/j.1360-0443.1991.tb01879.x","volume":"86","author":"TF Heatherton","year":"1991","unstructured":"Heatherton, T. F., Kozlowski, L. T., Frecker, R. C., & FAGERSTROM, K. O. (1991). The Fagerstr\u00f6m test for nicotine dependence: a revision of the Fagerstrom Tolerance Questionnaire. British Journal of Addiction, 86(9), 1119\u20131127.","journal-title":"British Journal of Addiction"},{"issue":"49","key":"9596_CR20","doi-asserted-by":"publisher","first-page":"11017","DOI":"10.1523\/JNEUROSCI.3321-04.2004","volume":"24","author":"R Hester","year":"2004","unstructured":"Hester, R., & Garavan, H. (2004). Executive dysfunction in cocaine addiction: evidence for discordant frontal, cingulate, and cerebellar activity. The Journal of Neuroscience, 24(49), 11017\u201311022.","journal-title":"The Journal of Neuroscience"},{"issue":"2","key":"9596_CR21","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1109\/TAMD.2015.2409835","volume":"7","author":"X Hu","year":"2015","unstructured":"Hu, X., Lv, C., Cheng, G., Lv, J., Guo, L., Han, J., et al. (2015). Sparsity-constrained fMRI Decoding of visual saliency in naturalistic video streams. IEEE Transactions on Autonomous Mental Development, 7(2), 65\u201375.","journal-title":"IEEE Transactions on Autonomous Mental Development"},{"issue":"5","key":"9596_CR22","doi-asserted-by":"publisher","first-page":"752","DOI":"10.1016\/j.neuropsychologia.2005.07.015","volume":"44","author":"PL Jackson","year":"2006","unstructured":"Jackson, P. L., Brunet, E., Meltzoff, A. N., & Decety, J. (2006). Empathy examined through the neural mechanisms involved in imagining how I feel versus how you feel pain. Neuropsychologia, 44(5), 752\u2013761.","journal-title":"Neuropsychologia"},{"key":"9596_CR23","doi-asserted-by":"crossref","unstructured":"Kober, H., Lacadie, C. M., Wexler, B. E., Malison, R. T., Sinha, R., & Potenza, M. N. (2016). Brain activity during cocaine craving and gambling urges: an fMRI study. Neuropsychopharmacology, 4(2), 628\u2013637.","DOI":"10.1038\/npp.2015.193"},{"issue":"3","key":"9596_CR24","doi-asserted-by":"publisher","first-page":"644","DOI":"10.1038\/sj.npp.1300851","volume":"31","author":"TR Kosten","year":"2006","unstructured":"Kosten, T. R., Scanley, B. E., Tucker, K. A., Oliveto, A., Prince, C., Sinha, R., et al. (2006). Cue-induced brain activity changes and relapse in cocaine-dependent patients. Neuropsychopharmacology, 31(3), 644\u2013650.","journal-title":"Neuropsychopharmacology"},{"issue":"7","key":"9596_CR25","doi-asserted-by":"publisher","first-page":"1211","DOI":"10.1016\/j.neuropsychologia.2011.12.022","volume":"50","author":"ME Kret","year":"2012","unstructured":"Kret, M. E., & De Gelder, B. (2012). A review on sex differences in processing emotional signals. Neuropsychologia, 50(7), 1211\u20131221.","journal-title":"Neuropsychologia"},{"key":"9596_CR26","doi-asserted-by":"crossref","unstructured":"Lahnakoski, J. M., Glerean, E., Salmi, J., J\u00e4\u00e4skel\u00e4inen, I. P., Sams, M., Hari, R., et al. (2012). Naturalistic FMRI mapping reveals superior temporal sulcus as the hub for the distributed brain network for social perception. Frontiers in Human Neuroscience, 6, 233.","DOI":"10.3389\/fnhum.2012.00233"},{"key":"9596_CR27","doi-asserted-by":"crossref","unstructured":"Lesieur, H. R., & Blume, S. B. (1987). The South Oaks Gambling Screen (SOGS): a new instrument for the identification of pathological gamblers. American Journal of Psychiatry, 144(9), 1184\u20131188.","DOI":"10.1176\/ajp.144.9.1184"},{"issue":"1","key":"9596_CR28","doi-asserted-by":"publisher","first-page":"112","DOI":"10.1016\/j.media.2014.10.011","volume":"20","author":"J Lv","year":"2015","unstructured":"Lv, J., Jiang, X., Li, X., Zhu, D., Chen, H., Zhang, T., et al. (2015a). Sparse representation of whole-brain fMRI signals for identification of functional networks. Medical Image Analysis, 20(1), 112\u2013134.","journal-title":"Medical Image Analysis"},{"issue":"4","key":"9596_CR29","doi-asserted-by":"publisher","first-page":"1120","DOI":"10.1109\/TBME.2014.2369495","volume":"62","author":"J Lv","year":"2015","unstructured":"Lv, J., Jiang, X., Li, X., Zhu, D., Zhang, S., Zhao, S., et al. (2015b). Holistic atlases of functional networks and interactions reveal reciprocal organizational architecture of cortical function. IEEE Transactions on Biomedical Engineering, 62(4), 1120\u20131131.","journal-title":"IEEE Transactions on Biomedical Engineering"},{"issue":"2","key":"9596_CR30","doi-asserted-by":"publisher","first-page":"254","DOI":"10.1016\/j.pscychresns.2015.07.012","volume":"233","author":"J Lv","year":"2015","unstructured":"Lv, J., Jiang, X., Li, X., Zhu, D., Zhao, S., Zhang, T., et al. (2015c). Assessing effects of prenatal alcohol exposure using group-wise sparse representation of fMRI data. Psychiatry Research: Neuroimaging, 233(2), 254\u2013268.","journal-title":"Psychiatry Research: Neuroimaging"},{"key":"9596_CR31","first-page":"19","volume":"11","author":"J Mairal","year":"2010","unstructured":"Mairal, J., Bach, F., Ponce, J., & Sapiro, G. (2010). Online learning for matrix factorization and sparse coding. The Journal of Machine Learning Research, 11, 19\u201360.","journal-title":"The Journal of Machine Learning Research"},{"issue":"2","key":"9596_CR32","doi-asserted-by":"publisher","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":"3","key":"9596_CR33","doi-asserted-by":"publisher","first-page":"520","DOI":"10.1016\/j.neuroimage.2005.04.034","volume":"27","author":"F\u00c5 Nielsen","year":"2005","unstructured":"Nielsen, F. \u00c5., Balslev, D., & Hansen, L. K. (2005). Mining the posterior cingulate: segregation between memory and pain components. NeuroImage, 27(3), 520\u2013532.","journal-title":"NeuroImage"},{"issue":"03","key":"9596_CR34","doi-asserted-by":"publisher","first-page":"158","DOI":"10.1017\/S0140525X11001567","volume":"35","author":"L Pessoa","year":"2012","unstructured":"Pessoa, L. (2012). Beyond brain regions: network perspective of cognition\u2013emotion interactions. Behavioral and Brain Sciences, 35(03), 158\u2013159.","journal-title":"Behavioral and Brain Sciences"},{"issue":"1507","key":"9596_CR35","doi-asserted-by":"publisher","first-page":"3181","DOI":"10.1098\/rstb.2008.0100","volume":"363","author":"MN Potenza","year":"2008","unstructured":"Potenza, M. N. (2008). The neurobiology of pathological gambling and drug addiction: an overview and new findings. Philosophical Transactions of the Royal Society of London B. Biological Sciences, 363(1507), 3181\u20133189.","journal-title":"Biological Sciences"},{"issue":"8","key":"9596_CR36","doi-asserted-by":"publisher","first-page":"828","DOI":"10.1001\/archpsyc.60.8.828","volume":"60","author":"MN Potenza","year":"2003","unstructured":"Potenza, M. N., Steinberg, M. A., Skudlarski, P., Fulbright, R. K., Lacadie, C. M., Wilber, M. K., et al. (2003). Gambling urges in pathological Gambling: A functional magnetic resonance imaging study. Archives of General Psychiatry, 60(8), 828\u2013836.","journal-title":"Archives of General Psychiatry"},{"issue":"2","key":"9596_CR37","doi-asserted-by":"publisher","first-page":"236","DOI":"10.1111\/j.1530-0277.2001.tb02204.x","volume":"25","author":"SF Tapert","year":"2001","unstructured":"Tapert, S. F., Brown, G. G., Kindermann, S. S., Cheung, E. H., Frank, L. R., & Brown, S. A. (2001). fMRI measurement of brain dysfunction in alcohol-dependent young women. Alcoholism: Clinical and Experimental Research, 25(2), 236\u2013245.","journal-title":"Alcoholism: Clinical and Experimental Research"},{"key":"9596_CR38","doi-asserted-by":"crossref","unstructured":"Wexler, B. E., Gottschalk, C. H., Fulbright, R. K., Prohovnik, I., Lacadie, C. M., Rounsaville, B. J., et al. (2001). Functional magnetic resonance imaging of cocaine craving. American Journal of Psychiatry, 158(1), 86\u201395.","DOI":"10.1176\/appi.ajp.158.1.86"},{"issue":"5","key":"9596_CR39","doi-asserted-by":"publisher","first-page":"456","DOI":"10.1001\/jamapsychiatry.2014.3169","volume":"72","author":"DH Wolf","year":"2015","unstructured":"Wolf, D. H., Satterthwaite, T. D., Calkins, M. E., Ruparel, K., Elliott, M. A., Hopson, R. D., et al. (2015). Functional neuroimaging abnormalities in youth with psychosis spectrum symptoms. JAMA Psychiatry, 72(5), 456\u2013465.","journal-title":"JAMA Psychiatry"}],"container-title":["Brain Imaging and Behavior"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11682-016-9596-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11682-016-9596-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11682-016-9596-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,17]],"date-time":"2020-05-17T18:09:17Z","timestamp":1589738957000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11682-016-9596-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,10,4]]},"references-count":39,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2017,8]]}},"alternative-id":["9596"],"URL":"https:\/\/doi.org\/10.1007\/s11682-016-9596-4","relation":{},"ISSN":["1931-7557","1931-7565"],"issn-type":[{"value":"1931-7557","type":"print"},{"value":"1931-7565","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,10,4]]},"assertion":[{"value":"4 October 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"This study was funded by NSF CAREER Award (IIS-1,149,260), NIH R01 DA-033,393, NIH R01 AG-042,599, NSF CBET-1,302,089, NSF BCS-1,439,051\u00a0and Fundamental Research Funds for the Central Universities 3102015ZY046.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Funding"}},{"value":"The authors declare that they have no conflict of interest.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and\/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. Informed consent: Informed consent was obtained from all individual participants included in the study.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}}]}}