{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T22:02:29Z","timestamp":1781820149095,"version":"3.54.5"},"reference-count":27,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2000,6,1]],"date-time":"2000-06-01T00:00:00Z","timestamp":959817600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2000,6,1]],"date-time":"2000-06-01T00:00:00Z","timestamp":959817600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Journal of Mathematical Imaging and Vision"],"published-print":{"date-parts":[[2000,6]]},"DOI":"10.1023\/a:1008314015446","type":"journal-article","created":{"date-parts":[[2002,12,22]],"date-time":"2002-12-22T14:41:38Z","timestamp":1040568098000},"page":"199-217","source":"Crossref","is-referenced-by-count":72,"title":["A Bayesian Joint Mixture Framework for the Integration of Anatomical Information in Functional Image Reconstruction"],"prefix":"10.1007","volume":"12","author":[{"given":"Anand","family":"Rangarajan","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ing-Tsung","family":"Hsiao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gene","family":"Gindi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","reference":[{"issue":"11","key":"259044_CR1","doi-asserted-by":"crossref","first-page":"2497","DOI":"10.1088\/0031-9155\/41\/11\/018","volume":"41","author":"B.A. Ardekani","year":"1996","unstructured":"B.A. Ardekani, M. Braun, B.F. Hutton, I. Kanno, and H. Ida, \u201cMinimum cross-entropy reconstruction of PET images using prior anatomical information,\u201d Phys. Med. Biol., Vol. 41, No. 11, pp. 2497-2517, 1996.","journal-title":"Phys. Med. Biol."},{"key":"259044_CR2","doi-asserted-by":"crossref","DOI":"10.1002\/9780470316870","volume-title":"Bayesian Theory","author":"J. Bernardo","year":"1994","unstructured":"J. Bernardo and A. Smith, Bayesian Theory, John Wiley and Sons: New York, NY, 1994."},{"issue":"5","key":"259044_CR3","doi-asserted-by":"crossref","first-page":"673","DOI":"10.1109\/42.538945","volume":"15","author":"J.E. Bowsher","year":"1996","unstructured":"J.E. Bowsher, V.E. Johnson, T.G. Turkington, R.J. Jaszczak, and C.E. Floyd, Jr., \u201cBayesian reconstruction and use of anatomical a priori information for emission tomography,\u201d IEEE Trans. Med. Imag., Vol. 15, No. 5, pp. 673-686, 1996.","journal-title":"IEEE Trans. Med. Imag."},{"issue":"5","key":"259044_CR4","doi-asserted-by":"crossref","first-page":"1097","DOI":"10.1162\/089976698300017368","volume":"10","author":"V. de Sa","year":"1998","unstructured":"V. de Sa and D. Ballard, \u201cCategory learning through multimodality sensing,\u201d Neural Computation, Vol. 10, No. 5, pp. 1097-1118, 1998.","journal-title":"Neural Computation"},{"key":"259044_CR5","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","volume":"39","author":"A.P. Dempster","year":"1977","unstructured":"A.P. Dempster, N.M. Laird, and D.B. Rubin, \u201cMaximum likelihood from incomplete data via the EM algorithm,\u201d J. R. Statist. Soc. Ser. B, Vol. 39, pp. 1-38, 1977.","journal-title":"J. R. Statist. Soc. Ser. B"},{"issue":"4","key":"259044_CR6","doi-asserted-by":"crossref","first-page":"670","DOI":"10.1109\/42.251117","volume":"12","author":"G. Gindi","year":"1993","unstructured":"G. Gindi, M. Lee, A. Rangarajan, and I.G. Zubal, \u201cBayesian reconstruction of functional images using anatomical information as priors,\u201d IEEE Trans. Med. Imag., Vol. 12, No. 4, pp. 670-680, 1993.","journal-title":"IEEE Trans. Med. Imag."},{"issue":"4","key":"259044_CR7","doi-asserted-by":"crossref","first-page":"787","DOI":"10.1162\/neco.1996.8.4.787","volume":"8","author":"S. Gold","year":"1996","unstructured":"S. Gold, A. Rangarajan, and E. Mjolsness, \u201cLearning with preknowledge: Clustering with point and graph matching distance measures,\u201d Neural Computation, Vol. 8, No. 4, pp. 787-804, 1996.","journal-title":"Neural Computation"},{"key":"259044_CR8","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1016\/0167-7152(86)90016-7","volume":"4","author":"R. Hathaway","year":"1986","unstructured":"R. Hathaway, \u201cAnother interpretation of the EM algorithm for mixture distribution,\u201d Statistics and Probability Letters, Vol. 4, pp. 53-56, 1986.","journal-title":"Statistics and Probability Letters"},{"issue":"2","key":"259044_CR9","doi-asserted-by":"crossref","first-page":"194","DOI":"10.1109\/42.24868","volume":"8","author":"T. Hebert","year":"1989","unstructured":"T. Hebert and R. Leahy, \u201cA generalized EM algorithm for 3-D Bayesian reconstruction for Poisson date using Gibbs priors,\u201d IEEE Trans. Medical Imaging, Vol. 8, No. 2, pp. 194-202, 1989.","journal-title":"IEEE Trans. Medical Imaging"},{"key":"259044_CR10","first-page":"381","volume-title":"Proc. SPIE Vol. 3034: Medical Imaging-Image Processing","author":"C.H. Hsu","year":"1997","unstructured":"C.H. Hsu and R. Leahy, \u201cPET image reconstruction incorporating anatomical information using segmented regression,\u201d in Proc. SPIE Vol. 3034: Medical Imaging-Image Processing, Newport Beach, CA, 1997, K. Hanson (Ed.), SPIE, pp. 381-392."},{"key":"259044_CR11","doi-asserted-by":"crossref","unstructured":"R. Leahy and X. Yan, \u201cIncorporation of anatomical MR data for improved functional imaging with PET,\u201d in Information Processing in Medical Imaging, D. Ortendahl and J. Llacer (Eds.), Wiley-Liss, 1991, pp. 105-120.","DOI":"10.1007\/BFb0033746"},{"issue":"3","key":"259044_CR12","doi-asserted-by":"crossref","first-page":"1381","DOI":"10.1109\/23.597017","volume":"44","author":"S. Lee","year":"1997","unstructured":"S. Lee, I. Hsiao, and G. Gindi, \u201cThe thin plate as a regularizer in Bayesian SPECT reconstruction,\u201d IEEE Trans Nucl. Sci., Vol. 44, No. 3, pp. 1381-1387, 1997.","journal-title":"IEEE Trans Nucl. Sci."},{"issue":"2","key":"259044_CR13","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1109\/42.563658","volume":"16","author":"B. Lipinski","year":"1997","unstructured":"B. Lipinski, H. Herzog, E. Roat Kops, W. Oberschelp, and H.W. Muller-Gartner, \u201cExpectation-maximization reconstruction of positron emission tomography images using anatomical magnetic resonance information,\u201d IEEE Trans. Med. Imag., Vol. 16, No. 2, pp. 129-136, 1997.","journal-title":"IEEE Trans. Med. Imag."},{"key":"259044_CR14","volume-title":"Mixture Models: Inference and Applications to Clustering","author":"G.J. McLachlan","year":"1988","unstructured":"G.J. McLachlan and K.E. Basford, Mixture Models: Inference and Applications to Clustering, Marcel Dekker: New York, 1988."},{"issue":"4","key":"259044_CR15","doi-asserted-by":"crossref","first-page":"561","DOI":"10.1097\/00004728-199007000-00011","volume":"14","author":"C.C. Meltzer","year":"1990","unstructured":"C.C. Meltzer, J.P. Leal, H.S. Mayberg, H.N. Wagner, Jr., and J.J. Frost, \u201cCorrection of PET data for partial volume effects in human cerebral cortex byMR imaging,\u201d J. of Computer Assisted Tomography, Vol. 14, No. 4, pp. 561-570, 1990.","journal-title":"J. of Computer Assisted Tomography"},{"key":"259044_CR16","doi-asserted-by":"crossref","first-page":"651","DOI":"10.1016\/0893-6080(90)90055-P","volume":"3","author":"E. Mjolsness","year":"1990","unstructured":"E. Mjolsness and C. Garrett, \u201cAlgebraic transformations of objective functions,\u201d Neural Networks, Vol. 3, pp. 651-669, 1990.","journal-title":"Neural Networks"},{"issue":"4","key":"259044_CR17","doi-asserted-by":"crossref","first-page":"571","DOI":"10.1038\/jcbfm.1992.81","volume":"12","author":"H.W. Muller-Gartner","year":"1992","unstructured":"H.W. Muller-Gartner, J.M. Links, J.L. Prince, R.N. Bryan, E. McVeigh, J.P. Leal, C. Davatzikos, and J.J. Frost, \u201cMeasurement of radiotracer concentration in brain gray matter using positron emission tomography: MRI-based correction for partial volume effects,\u201d Journal of Cerebral Blood Flow and Metabolism, Vol. 12, No. 4, pp. 571-583, 1992.","journal-title":"Journal of Cerebral Blood Flow and Metabolism"},{"issue":"4","key":"259044_CR18","doi-asserted-by":"crossref","first-page":"627","DOI":"10.1109\/42.363105","volume":"13","author":"X. Ouyang","year":"1994","unstructured":"X. Ouyang, W.H. Wong, V.E. Johnson, X. Hu, and C.T. Chen, \u201cIncorporation of correlated structural images in PET image reconstruction,\u201d IEEE Trans. Med. Imag., Vol. 13, No. 4, pp. 627-640, 1994.","journal-title":"IEEE Trans. Med. Imag."},{"issue":"2","key":"259044_CR19","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1137\/1026034","volume":"26","author":"R.A. Redner","year":"1984","unstructured":"R.A. Redner and H.F. Walker, \u201cMixture densities, maximum likelihood and the EM algorithm,\u201d SIAM Review, Vol. 26, No. 2, pp. 195-239, 1984.","journal-title":"SIAM Review"},{"issue":"5","key":"259044_CR20","first-page":"904","volume":"39","author":"O.G. Rousset","year":"1998","unstructured":"O.G. Rousset, Y. Ma, and A.C. Evans, \u201cCorrection of partial volume effects in PET: Principle and validation,\u201d J. Nuc. Med., Vol. 39, No. 5, pp. 904-911, 1998.","journal-title":"J. Nuc. Med."},{"issue":"6","key":"259044_CR21","doi-asserted-by":"crossref","first-page":"750","DOI":"10.1109\/42.650872","volume":"16","author":"S. Sastry","year":"1997","unstructured":"S. Sastry and R.E. Carson, \u201cMultimodality Bayesian algorithm for image reconstruction in PET: A tissue composition model,\u201d IEEE Trans. Med. Imag., Vol. 16, No. 6, pp. 750-761, 1997.","journal-title":"IEEE Trans. Med. Imag."},{"issue":"2","key":"259044_CR22","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1109\/TMI.1982.4307558","volume":"1","author":"L. Shepp","year":"1982","unstructured":"L. Shepp and Y. Vardi, \u201cMaximum likelihood reconstruction for emission tomography,\u201d IEEE Trans. on Medical Imaging, Vol. 1, No. 2, pp. 113-122, 1982.","journal-title":"IEEE Trans. on Medical Imaging"},{"key":"259044_CR23","first-page":"662","volume-title":"Advances in Neutral Information Processing Systems (NIPS), Vol. 9","author":"J. Tenenbaum","year":"1997","unstructured":"J. Tenenbaum and W. Freeman, \u201cSeparating style and content,\u201d in Advances in Neutral Information Processing Systems (NIPS), Vol. 9, MIT Press: Cambridge, MA, 1997, pp. 662-668."},{"issue":"5","key":"259044_CR24","doi-asserted-by":"crossref","first-page":"662","DOI":"10.1038\/jcbfm.1988.113","volume":"8","author":"T.O. Videen","year":"1988","unstructured":"T.O. Videen, J.S. Perlmutter, M.A. Mintun, and M.E. Raichle, \u201cRegional correction of positron emission tomography data for the effects of cerebral atrophy,\u201d Journal of Cerebral Blood Flow and Metabolism, Vol. 8, No. 5, pp. 662-670, 1988.","journal-title":"Journal of Cerebral Blood Flow and Metabolism"},{"issue":"1","key":"259044_CR25","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1016\/S1361-8415(01)80004-9","volume":"1","author":"W. Wells III","year":"1996","unstructured":"W. Wells III, P. Viola, H. Atsumi, S. Nakajima, and R. Kikinis, \u201cMulti-modal volume registration by maximization of mutual information,\u201d Medical Image Analysis, Vol. 1, No. 1, pp. 35-52, 1996.","journal-title":"Medical Image Analysis"},{"issue":"2","key":"259044_CR26","doi-asserted-by":"crossref","first-page":"334","DOI":"10.1162\/neco.1994.6.2.334","volume":"6","author":"A.L. Yuille","year":"1994","unstructured":"A.L. Yuille, P. Stolorz, and J. Utans, \u201cStatistical physics, mixtures of distributions, and the EM algorithm,\u201d Neural Computation, Vol. 6, No. 2, pp. 334-340, 1994.","journal-title":"Neural Computation"},{"key":"259044_CR27","first-page":"1256","volume-title":"IEEE Nucl. Sci. Sym. Med. Imaging Conf.","author":"Y. Zhang","year":"1994","unstructured":"Y. Zhang, J. Fessler, N. Clinthorne, and W. Rogers, \u201cJoint estimation for incorporating MRI anatomic images into SPECT reconstruction,\u201d in IEEE Nucl. Sci. Sym. Med. Imaging Conf., Norfolk, Virginia, USA, 1994, R. Trendler (Ed.), IEEE, pp. 1256-1260."}],"container-title":["Journal of Mathematical Imaging and Vision"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1023\/A:1008314015446.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1023\/A:1008314015446\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1023\/A:1008314015446.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T10:25:30Z","timestamp":1749723930000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1023\/A:1008314015446"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2000,6]]},"references-count":27,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2000,6]]}},"alternative-id":["259044"],"URL":"https:\/\/doi.org\/10.1023\/a:1008314015446","relation":{},"ISSN":["0924-9907","1573-7683"],"issn-type":[{"value":"0924-9907","type":"print"},{"value":"1573-7683","type":"electronic"}],"subject":[],"published":{"date-parts":[[2000,6]]}}}