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27141854,29964187,33826194,28259780,26501687,24363992,26048619,21731479,26004501,29807151,26213349,26384541,27915121,31443856,28777721,22642986,26254113,27876654,20014356,33420895,18538586,30203093,26569570,20472074,15501096,15493516,26854398,15050594,30703004,28065836,16023866,24738112,27346545,12030833,16584284,15663782,32027965,28473287,31085445,19035548,17542934,19696187,28393373,16143989,27862625,17292499,30302538,28207413,16387513,23619610,16918916,28274168,19961941,18314351,29758234,29172612,29414493,25117152,12413235,18439839,27114057,16453380,25776212,21310247,23887981,32308015,30526385,15977286,23384525,24650600,17173342,30741379,26932466,21679289,19036468,25867487,16317072,12228886,17300961,19097226,24262383,15219588,12116580,26530822,20110247,25910002,29795657,28833382,25583383,30604038,28900804,31668494,29579777,26005790,28620908,18763739,12269461,29717508,31226492,36791095,22101143,33115664,19210732,31287339,25491718,26640432,36912453,36280097,30170768,25265910,23476026,31755028,34530135,32365250,24664664,18545415,28321898,32807395,26873271,33751367,31226497,28152571,36601975,33527998,28421624,28960245,27831863,18092732,36958617,32058004,22046110,29024925,25484132,29610102,30949914,29994340,27867012,29917057,26846686,11315018,28545066,28702345,29990264,28862992,31049946,24658234,32504259,25491122,18799736,33031597,30001371,22125485,28224368,16447374,23096056,21864690,33488762,16705973,27343475,28139001,20879231,33073871,31455518,35116083,29150814,21708038,19132515,29369526,31255808,23507390,32949345,27925768,28386994,7927858,12495144,21551149,18383184,29384043,33063387,36367193,21034433,19084965,32746057,19306932,10960871,36378773,24954282,28503665,28419235,36929686,27796763,29405427,33349923,29400357,32251444,28111783,25259608,23246991,28374146,19964842,11180312,11180313,34296256,24769182,28678716,29788035,28675924,26220742,23874537,34624503,17426386,31571320,32197140,28755617,21829652,34784270,28870637,27517087,10851838,24023679,24327064,18346287,30649677,34089143,22561579,30267541,33285988,14601766,32184989,33462851,14969467,30481170,24131050,28664564,23251232,30105255,22495652,31211783,29168432,34898433,28143775,19003479,11568945,35864476,31630085,17478106,23205411,10930782,18724738,16981192,20825617,32818303,22001162,31891765,34687862,12383652,31709521,33991154,35770800,30686967,20683892,20176979,33851463,18586741,19161599,32813658,30853734,31188535,33256562,11867086,19900289,11016418,23166658,21238593,18601719,19163605,12588086,10877305,26762475,1480885,35709949,34260596,29518126,33071678,27305687,24222313,34177506,33163735,32123536,27597572,32535900,25750612,33242116,29684465,31311497,29570825,31619951,23629459,10949859,11901135,29763741,20300649,29543329,27978814,28403823,31092841,24154824,27507286,29484693,28867653,26958200,29508421,32866119,33328865,25561321,27718099,10883050,35267145,25477800,25107616,10960852,33127478,9789913,27604892,22162986,34118398,29448075,31729013,32521212,26291157,36272672,28747088,34309050,29614129,9950734,24633410,27230079,30483088,36529347,22990598,31872949,33667672,28879431,29933383,33716309,24298194,25850086,27528447,34460578,35324436,15138393,29993960,31637336,34070709,26733846,30371748,36128702,33745225,31051154,22559836,33926384,26500388,29442270,26321800,33602302,34263963,34652611,31562544,29167370,25697370,32709743,17924543,31128628,31698079,34152873,19425422,32265770,36970819,31007362,30618941,21709771,8949263,21765566,31969855,31089956,30673967,20350957,28723910,31825881,36366738,33095785,34798518,27512137,29846147,33219270,34469780,34957633,22754052,27804177,28362615,31105371,33040367,29595295,28626349,28208453,32212085,28328280,28394161,28619481,24282401,32687883,24904452,31201965,34375275,32644947,33648810,27450778,2057658,32750790,22132077,30774151,33140969,30871571,29632471,22387473,27651992,29994607,33286658,32124917,33194411,37138786,29023632,24318769,21618931,27468262,24523851,32171168,34906760,24834139,21927625,34327674,31976948,23935702,34308560,29155808,26681992,35665093,29593521,28237924,16082801,20569174,26705382,35875655,32699491,35028949,29364120,33543982,30428593,32428623,25574129,36909647,30742473,36892726,16646799,28120322,12662522,27601289,27918599,12850299,30793085,24961700,20865145,35706537,30739880,21052518,33577568,35052054,30174778,36908004,17019899,36795714,25071435,31997856,36798878,34262633,35707443,31677763,20523754,8272672,34672000,19158942,33426270,35935278,21869423,28505824,31672615,29059909,27458364,32903650,30996948,35867310,29880994,32064326,26970378,33100436,33134015,29448436,35706569,35182268,21841977,36991595,29142741,35507677,21765885,31775931,33577461,29346916,35193232,27346932,32581953,10895526,35194304,29337285,24453380,33376450,28962013[uid]

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526 results

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A hierarchical model for integrating unsupervised generative embedding and empirical Bayes.

Raman S, Deserno L, Schlagenhauf F, Stephan KE. Raman S, et al. J Neurosci Methods. 2016 Aug 30;269:6-20. doi: 10.1016/j.jneumeth.2016.04.022. Epub 2016 Apr 30. J Neurosci Methods. 2016. PMID: 27141854

Variational Bayesian inversion for hierarchical unsupervised generative embedding (HUGE).

Yao Y, Raman SS, Schiek M, Leff A, Frässle S, Stephan KE. Yao Y, et al. Neuroimage. 2018 Oct 1;179:604-619. doi: 10.1016/j.neuroimage.2018.06.073. Epub 2018 Jun 28. Neuroimage. 2018. PMID: 29964187 Free article.

Markov chain Monte Carlo methods for hierarchical clustering of dynamic causal models.

Yao Y, Stephan KE. Yao Y, et al. Hum Brain Mapp. 2021 Jul;42(10):2973-2989. doi: 10.1002/hbm.25431. Epub 2021 Apr 7. Hum Brain Mapp. 2021. PMID: 33826194 Free PMC article.

Regression DCM for fMRI.

Frässle S, Lomakina EI, Razi A, Friston KJ, Buhmann JM, Stephan KE. Frässle S, et al. Neuroimage. 2017 Jul 15;155:406-421. doi: 10.1016/j.neuroimage.2017.02.090. Epub 2017 Mar 1. Neuroimage. 2017. PMID: 28259780 Free article.

A Bayesian hierarchical framework for modeling brain connectivity for neuroimaging data.

Chen S, Bowman FD, Mayberg HS. Chen S, et al. Biometrics. 2016 Jun;72(2):596-605. doi: 10.1111/biom.12433. Epub 2015 Oct 26. Biometrics. 2016. PMID: 26501687 Free PMC article.

Dissecting psychiatric spectrum disorders by generative embedding.

Brodersen KH, Deserno L, Schlagenhauf F, Lin Z, Penny WD, Buhmann JM, Stephan KE. Brodersen KH, et al. Neuroimage Clin. 2013 Nov 16;4:98-111. doi: 10.1016/j.nicl.2013.11.002. eCollection 2014. Neuroimage Clin. 2013. PMID: 24363992 Free PMC article. Review.

Inversion of hierarchical Bayesian models using Gaussian processes.

Lomakina EI, Paliwal S, Diaconescu AO, Brodersen KH, Aponte EA, Buhmann JM, Stephan KE. Lomakina EI, et al. Neuroimage. 2015 Sep;118:133-45. doi: 10.1016/j.neuroimage.2015.05.084. Epub 2015 Jun 3. Neuroimage. 2015. PMID: 26048619

Generative embedding for model-based classification of fMRI data.

Brodersen KH, Schofield TM, Leff AP, Ong CS, Lomakina EI, Buhmann JM, Stephan KE. Brodersen KH, et al. PLoS Comput Biol. 2011 Jun;7(6):e1002079. doi: 10.1371/journal.pcbi.1002079. Epub 2011 Jun 23. PLoS Comput Biol. 2011. PMID: 21731479 Free PMC article.

Test-retest reliability of dynamic causal modeling for fMRI.

Frässle S, Stephan KE, Friston KJ, Steup M, Krach S, Paulus FM, Jansen A. Frässle S, et al. Neuroimage. 2015 Aug 15;117:56-66. doi: 10.1016/j.neuroimage.2015.05.040. Epub 2015 May 22. Neuroimage. 2015. PMID: 26004501

A generative model of whole-brain effective connectivity.

Frässle S, Lomakina EI, Kasper L, Manjaly ZM, Leff A, Pruessmann KP, Buhmann JM, Stephan KE. Frässle S, et al. Neuroimage. 2018 Oct 1;179:505-529. doi: 10.1016/j.neuroimage.2018.05.058. Epub 2018 May 25. Neuroimage. 2018. PMID: 29807151 Free article.

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526 results

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