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An uncertainty-aware, shareable, and transparent neural network architecture for brain-age modeling.
Hahn T, Ernsting J, Winter NR, Holstein V, Leenings R, Beisemann M, Fisch L, Sarink K, Emden D, Opel N, Redlich R, Repple J, Grotegerd D, Meinert S, Hirsch JG, Niendorf T, Endemann B, Bamberg F, Kröncke T, Bülow R, Völzke H, von Stackelberg O, Sowade RF, Umutlu L, Schmidt B, Caspers S, Kugel H, Kircher T, Risse B, Gaser C, Cole JH, Dannlowski U, Berger K. Hahn T, et al. Among authors: cole jh. Sci Adv. 2022 Jan 7;8(1):eabg9471. doi: 10.1126/sciadv.abg9471. Epub 2022 Jan 5. Sci Adv. 2022. PMID: 34985964 Free PMC article.
ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries.
Thompson PM, Jahanshad N, Ching CRK, Salminen LE, Thomopoulos SI, Bright J, Baune BT, Bertolín S, Bralten J, Bruin WB, Bülow R, Chen J, Chye Y, Dannlowski U, de Kovel CGF, Donohoe G, Eyler LT, Faraone SV, Favre P, Filippi CA, Frodl T, Garijo D, Gil Y, Grabe HJ, Grasby KL, Hajek T, Han LKM, Hatton SN, Hilbert K, Ho TC, Holleran L, Homuth G, Hosten N, Houenou J, Ivanov I, Jia T, Kelly S, Klein M, Kwon JS, Laansma MA, Leerssen J, Lueken U, Nunes A, Neill JO, Opel N, Piras F, Piras F, Postema MC, Pozzi E, Shatokhina N, Soriano-Mas C, Spalletta G, Sun D, Teumer A, Tilot AK, Tozzi L, van der Merwe C, Van Someren EJW, van Wingen GA, Völzke H, Walton E, Wang L, Winkler AM, Wittfeld K, Wright MJ, Yun JY, Zhang G, Zhang-James Y, Adhikari BM, Agartz I, Aghajani M, Aleman A, Althoff RR, Altmann A, Andreassen OA, Baron DA, Bartnik-Olson BL, Marie Bas-Hoogendam J, Baskin-Sommers AR, Bearden CE, Berner LA, Boedhoe PSW, Brouwer RM, Buitelaar JK, Caeyenberghs K, Cecil CAM, Cohen RA, Cole JH, Conrod PJ, De Brito SA, de Zwarte SMC, Dennis EL, Desrivieres S, Dima D, Ehrlich S, Esopenko C, Fairchild G, Fisher SE, Fouche JP, Francks C, Frangou S, Franke B, Garavan HP, Glahn DC, Groenewold NA, Gu… See abstract for full author list ➔ Thompson PM, et al. Among authors: cole jh. Transl Psychiatry. 2020 Mar 20;10(1):100. doi: 10.1038/s41398-020-0705-1. Transl Psychiatry. 2020. PMID: 32198361 Free PMC article. Review.
Brain aging in major depressive disorder: results from the ENIGMA major depressive disorder working group.
Han LKM, Dinga R, Hahn T, Ching CRK, Eyler LT, Aftanas L, Aghajani M, Aleman A, Baune BT, Berger K, Brak I, Filho GB, Carballedo A, Connolly CG, Couvy-Duchesne B, Cullen KR, Dannlowski U, Davey CG, Dima D, Duran FLS, Enneking V, Filimonova E, Frenzel S, Frodl T, Fu CHY, Godlewska BR, Gotlib IH, Grabe HJ, Groenewold NA, Grotegerd D, Gruber O, Hall GB, Harrison BJ, Hatton SN, Hermesdorf M, Hickie IB, Ho TC, Hosten N, Jansen A, Kähler C, Kircher T, Klimes-Dougan B, Krämer B, Krug A, Lagopoulos J, Leenings R, MacMaster FP, MacQueen G, McIntosh A, McLellan Q, McMahon KL, Medland SE, Mueller BA, Mwangi B, Osipov E, Portella MJ, Pozzi E, Reneman L, Repple J, Rosa PGP, Sacchet MD, Sämann PG, Schnell K, Schrantee A, Simulionyte E, Soares JC, Sommer J, Stein DJ, Steinsträter O, Strike LT, Thomopoulos SI, van Tol MJ, Veer IM, Vermeiren RRJM, Walter H, van der Wee NJA, van der Werff SJA, Whalley H, Winter NR, Wittfeld K, Wright MJ, Wu MJ, Völzke H, Yang TT, Zannias V, de Zubicaray GI, Zunta-Soares GB, Abé C, Alda M, Andreassen OA, Bøen E, Bonnin CM, Canales-Rodriguez EJ, Cannon D, Caseras X, Chaim-Avancini TM, Elvsåshagen T, Favre P, Foley SF, Fullerton JM, Goikolea JM, Haarman BCM, Hajek T, … See abstract for full author list ➔ Han LKM, et al. Among authors: cole jh. Mol Psychiatry. 2021 Sep;26(9):5124-5139. doi: 10.1038/s41380-020-0754-0. Epub 2020 May 18. Mol Psychiatry. 2021. PMID: 32424236 Free PMC article.
Mind the gap: Performance metric evaluation in brain-age prediction.
de Lange AG, Anatürk M, Rokicki J, Han LKM, Franke K, Alnaes D, Ebmeier KP, Draganski B, Kaufmann T, Westlye LT, Hahn T, Cole JH. de Lange AG, et al. Among authors: cole jh. Hum Brain Mapp. 2022 Jul;43(10):3113-3129. doi: 10.1002/hbm.25837. Epub 2022 Mar 21. Hum Brain Mapp. 2022. PMID: 35312210 Free PMC article.
Network Modeling Sex Differences in Brain Integrity and Metabolic Health.
Foret JT, Dekhtyar M, Cole JH, Gourley DD, Caillaud M, Tanaka H, Haley AP. Foret JT, et al. Among authors: cole jh. Front Aging Neurosci. 2021 Jun 29;13:691691. doi: 10.3389/fnagi.2021.691691. eCollection 2021. Front Aging Neurosci. 2021. PMID: 34267647 Free PMC article.
Local Brain-Age: A U-Net Model.
Popescu SG, Glocker B, Sharp DJ, Cole JH. Popescu SG, et al. Among authors: cole jh. Front Aging Neurosci. 2021 Dec 13;13:761954. doi: 10.3389/fnagi.2021.761954. eCollection 2021. Front Aging Neurosci. 2021. PMID: 34966266 Free PMC article.
215 results