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26057591,27046893,24358132,25487610,28054724,10050826,20634108,26003856,17633705,34571160,27207464,26161536,24216694,19344687,19561257,9485064,22659725,27096925,27908163,25710499,27065840,26740912,26410118,31439628,9608930,26518734,26106562,19523488,25505757,25562829,26210914,18091357,16828315,31947344,23968736,17888685,23664648,32767946,20633658,31129303,25540017,21679935,31790318,30936828,12414252,16187272,30128599,22906793,16139526,29852312,30829941,20042313,17572111,31181246,25176451,12535761,31117058,30609062,12704770,22921305,26740917,23639775,31625650,27495383,25533337,26172043,29566450,29739350,30835215,22850571,18786567,29159042,19097854,32603811,20044236,25092796,33154073,32299803,26759553,18832662,22113264,28090600,10767588,29908311,28435096,11167044,32583085,36515219,15546703,28378263,20443469,25109526,28149968,29676025,25505764,27966093,32861913,24505729,7700201,21558592,17119946,27046894,31506514,25541188,33748284,21947526,20690143,24816548,24066153,20171290,23620070,32132652,27026244,22714729,34004493,31472262,27598104,27017069,31136882,28982788,25542486,31126254,21763443,33894095,32413463,23032117,26702777,25265636,30591507,23049751,30923087,31178619,29344753,10232509,29136034,26089978,7962809,29981051,34857824,29250547,9786148,26432931,16687526,21901522,30035276,31812137,33155095,22479421,31208349,7850740,27213683,18842559,30125711,11525342,26130310,31306492,21882300,35023255,36241030,29190786,31947198,33994917,8978636,21079730,35072752,28273920,26599505,26499811,30091112,26351901,29769079,28926610,27668065,24696800,21096688,29697165,25708893,29320532,9533591,28182581,29150799,28526882,28269606,27330975,32484081,22003722,27926377,34201964,26106563,30963459,26550941,33815050,25844316,30838122,30552549,17166746,31154050,29946897,33841095,21458576,28807870,34973104,28550649,28408290,29339258,30711800,14608858,32088291,26055435,29625235,11154873,15656105,30623506,30359907,29049909,12206869,29989926,19163352,25414001,23565180,33532923,28786900,33583029,30828660,33598664,21871082,35468555,31981758,33359348,25571044,31835284,32868836,33221057,27503489,28477346,36863845,18155791,25422942,24291615,28522366,34356439,28626291,20108226,19251355,28180081,15450222,28961451,28253330,29969407,26960222,25379457,30908202,740152,31616245,24140478,33018170,21349673,29994489,25431902,25592590,29356028,25761828,31319182,34506677,30825656,20862268,36157332,33040404,29891813,35253956,27567734,26259241,24273728,25487963,34794095,14697002,27703655,31613783,24994513,1921562,28966837,9606389,23223157,25978453,32969025,34262443,22799759,27106750,28506023,8631195,30176256,28570262,31515029,27038663,30663662,30637136,32750908,28841548,34142089,33507867,31275101,27570507,18752080,28666878,25837791,21352927,26241768,34195080,27110218,30075544,14684199,30265656,36831810,24109872,35576908,32790624,27417049,9727948,34891662,23152757,35735950,30128285,15923750,28362579,35967125,28251192,26594378,25494501,26672989,23285556,31419312,30359807,25610773,9343596,32494779,19163562,36630691,25431640,30440481,30003026,24443678,9644538,1410077,36426762,30986724,36998806,31059432,22140029,18930381,30555624,35169105,29868438,30315906,28163680,30047874,28785960,36993540,25914508,21384268,26069564,33937837,34422223,35843515,36246394,27040833,33080506,21774227,26583131,35121586,36480567,29018631,32044713,29994176,28368016,26089780,29969418,34382095,28133417,28342107,25592576,10814906,22110604,30716056,27333170,27570846,27444938,28994492,33676097,33129151,30489266,28807363,27582600,29202135,28593202,25904864,21095750,19060429,22606670,34121991,1913574,28203039,27010238,31283938,22606669,26955567,24179773,30294726,14561555,34230489,17280946,35528703,18400518,28268555,24353378,33532513,35966247,28945803,27747598,19163063,22634859,29702348,31195959,31989442,31636547,27601772,31449031,24058021,36213544,24565203,31834503,35291392,32353758,28141539,3014296,32454949,18003532,20408215,31946038,19287340,30364673,31947343,31946052,36968615,29843416,21897560,35371919,36692190,24755879,37124946,31132038,20814584,24386528,36086321,34481236,37059722,30930729,33018309,28195417,30840724,17282216,19911061,28603789,25129841,35169713,31428593,24465115,21760767,26292345,36441288,30588501,27350057,21811493,22287236,32158494,20428508,33911953,27881948,34492015,28708556,24028884,29027973,28278461,33514580,30975998,24027608,35035351,32917625,36506804,32983918,1501532,33221056,18172510,24256954,27924189,29989983,24257000,32854021,35133296,32746115,35197989,29167818,27019875,31947199,31947286,33132824,29543817,31244515,35714389,15376851,28840170,34745753,30968353,32728309,35473525,35024379,25143802,23264845,23573838,36286375,24058022,29614778,29518062,20161594,34760333,26913453,35720673,33604435,30603187,36850622,28849641,22255020,17280945,30658455,17280944,34101591,30733665,35677456,17281753,29772379,36983823,20209048,37116782,28113410,6484377,17272015,24459560,30703885,32133245,33553865,33816876,17282903,12662814,35042882,33265142,27532016,27996972[uid]

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Automatic segmentation of MR brain images of preterm infants using supervised classification.

Moeskops P, Benders MJ, Chiţ SM, Kersbergen KJ, Groenendaal F, de Vries LS, Viergever MA, Išgum I. Moeskops P, et al. Neuroimage. 2015 Sep;118:628-41. doi: 10.1016/j.neuroimage.2015.06.007. Epub 2015 Jun 7. Neuroimage. 2015. PMID: 26057591

Automatic Segmentation of MR Brain Images With a Convolutional Neural Network.

Moeskops P, Viergever MA, Mendrik AM, de Vries LS, Benders MJ, Isgum I. Moeskops P, et al. IEEE Trans Med Imaging. 2016 May;35(5):1252-1261. doi: 10.1109/TMI.2016.2548501. Epub 2016 Mar 30. IEEE Trans Med Imaging. 2016. PMID: 27046893

Automatic segmentation of eight tissue classes in neonatal brain MRI.

Anbeek P, Išgum I, van Kooij BJ, Mol CP, Kersbergen KJ, Groenendaal F, Viergever MA, de Vries LS, Benders MJ. Anbeek P, et al. PLoS One. 2013 Dec 17;8(12):e81895. doi: 10.1371/journal.pone.0081895. eCollection 2013. PLoS One. 2013. PMID: 24358132 Free PMC article.

Evaluation of automatic neonatal brain segmentation algorithms: the NeoBrainS12 challenge.

Išgum I, Benders MJ, Avants B, Cardoso MJ, Counsell SJ, Gomez EF, Gui L, Hűppi PS, Kersbergen KJ, Makropoulos A, Melbourne A, Moeskops P, Mol CP, Kuklisova-Murgasova M, Rueckert D, Schnabel JA, Srhoj-Egekher V, Wu J, Wang S, de Vries LS, Viergever MA. Išgum I, et al. Med Image Anal. 2015 Feb;20(1):135-51. doi: 10.1016/j.media.2014.11.001. Epub 2014 Nov 15. Med Image Anal. 2015. PMID: 25487610

Learning-based 3T brain MRI segmentation with guidance from 7T MRI labeling.

Deng M, Yu R, Wang L, Shi F, Yap PT, Shen D; Alzheimer's Disease Neuroimaging Initiative. Deng M, et al. Med Phys. 2016 Dec;43(12):6588-6597. doi: 10.1118/1.4967487. Med Phys. 2016. PMID: 28054724

Improving tissue classification in MRI: a three-dimensional multispectral discriminant analysis method with automated training class selection.

Harris G, Andreasen NC, Cizadlo T, Bailey JM, Bockholt HJ, Magnotta VA, Arndt S. Harris G, et al. J Comput Assist Tomogr. 1999 Jan-Feb;23(1):144-54. doi: 10.1097/00004728-199901000-00030. J Comput Assist Tomogr. 1999. PMID: 10050826

Automatic segmentation of cerebrospinal fluid, white and gray matter in unenhanced computed tomography images.

Gupta V, Ambrosius W, Qian G, Blazejewska A, Kazmierski R, Urbanik A, Nowinski WL. Gupta V, et al. Acad Radiol. 2010 Nov;17(11):1350-8. doi: 10.1016/j.acra.2010.06.005. Epub 2010 Jul 15. Acad Radiol. 2010. PMID: 20634108

A reliable spatially normalized template of the human spinal cord--Applications to automated white matter/gray matter segmentation and tensor-based morphometry (TBM) mapping of gray matter alterations occurring with age.

Taso M, Le Troter A, Sdika M, Cohen-Adad J, Arnoux PJ, Guye M, Ranjeva JP, Callot V. Taso M, et al. Neuroimage. 2015 Aug 15;117:20-8. doi: 10.1016/j.neuroimage.2015.05.034. Epub 2015 May 21. Neuroimage. 2015. PMID: 26003856

Automatic cortical segmentation in the developing brain.

Xue H, Srinivasan L, Jiang S, Rutherford M, Edwards AD, Rueckert D, Hajnal JV. Xue H, et al. Inf Process Med Imaging. 2007;20:257-69. doi: 10.1007/978-3-540-73273-0_22. Inf Process Med Imaging. 2007. PMID: 17633705

Deep learning from MRI-derived labels enables automatic brain tissue classification on human brain CT.

Srikrishna M, Pereira JB, Heckemann RA, Volpe G, van Westen D, Zettergren A, Kern S, Wahlund LO, Westman E, Skoog I, Schöll M. Srikrishna M, et al. Neuroimage. 2021 Dec 1;244:118606. doi: 10.1016/j.neuroimage.2021.118606. Epub 2021 Sep 25. Neuroimage. 2021. PMID: 34571160 Free article.

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