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Predicting and elucidating the etiology of fatty liver disease: A machine learning modeling and validation study in the IMI DIRECT cohorts.
Atabaki-Pasdar N, Ohlsson M, Viñuela A, Frau F, Pomares-Millan H, Haid M, Jones AG, Thomas EL, Koivula RW, Kurbasic A, Mutie PM, Fitipaldi H, Fernandez J, Dawed AY, Giordano GN, Forgie IM, McDonald TJ, Rutters F, Cederberg H, Chabanova E, Dale M, Masi F, Thomas CE, Allin KH, Hansen TH, Heggie A, Hong MG, Elders PJM, Kennedy G, Kokkola T, Pedersen HK, Mahajan A, McEvoy D, Pattou F, Raverdy V, Häussler RS, Sharma S, Thomsen HS, Vangipurapu J, Vestergaard H, 't Hart LM, Adamski J, Musholt PB, Brage S, Brunak S, Dermitzakis E, Frost G, Hansen T, Laakso M, Pedersen O, Ridderstråle M, Ruetten H, Hattersley AT, Walker M, Beulens JWJ, Mari A, Schwenk JM, Gupta R, McCarthy MI, Pearson ER, Bell JD, Pavo I, Franks PW. Atabaki-Pasdar N, et al. PLoS Med. 2020 Jun 19;17(6):e1003149. doi: 10.1371/journal.pmed.1003149. eCollection 2020 Jun. PLoS Med. 2020. PMID: 32559194 Free PMC article.
Whole blood co-expression modules associate with metabolic traits and type 2 diabetes: an IMI-DIRECT study.
Gudmundsdottir V, Pedersen HK, Mazzoni G, Allin KH, Artati A, Beulens JW, Banasik K, Brorsson C, Cederberg H, Chabanova E, De Masi F, Elders PJ, Forgie I, Giordano GN, Grallert H, Gupta R, Haid M, Hansen T, Hansen TH, Hattersley AT, Heggie A, Hong MG, Jones AG, Koivula R, Kokkola T, Laakso M, Løngreen P, Mahajan A, Mari A, McDonald TJ, McEvoy D, Musholt PB, Pavo I, Prehn C, Ruetten H, Ridderstråle M, Rutters F, Sharma S, Slieker RC, Syed A, Tajes JF, Thomas CE, Thomsen HS, Vangipurapu J, Vestergaard H, Viñuela A, Wesolowska-Andersen A, Walker M, Adamski J, Schwenk JM, McCarthy MI, Pearson E, Dermitzakis E, Franks PW, Pedersen O, Brunak S. Gudmundsdottir V, et al. Genome Med. 2020 Dec 1;12(1):109. doi: 10.1186/s13073-020-00806-6. Genome Med. 2020. PMID: 33261667 Free PMC article.