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Genome-wide association studies of metabolites in Finnish men identify disease-relevant loci.
Yin X, Chan LS, Bose D, Jackson AU, VandeHaar P, Locke AE, Fuchsberger C, Stringham HM, Welch R, Yu K, Fernandes Silva L, Service SK, Zhang D, Hector EC, Young E, Ganel L, Das I, Abel H, Erdos MR, Bonnycastle LL, Kuusisto J, Stitziel NO, Hall IM, Wagner GR; FinnGen; Kang J, Morrison J, Burant CF, Collins FS, Ripatti S, Palotie A, Freimer NB, Mohlke KL, Scott LJ, Wen X, Fauman EB, Laakso M, Boehnke M. Yin X, et al. Nat Commun. 2022 Mar 28;13(1):1644. doi: 10.1038/s41467-022-29143-5. Nat Commun. 2022. PMID: 35347128 Free PMC article.
Image response regression via deep neural networks.
Zhang D, Li L, Sripada C, Kang J. Zhang D, et al. J R Stat Soc Series B Stat Methodol. 2023 Nov;85(5):1589-1614. doi: 10.1093/jrsssb/qkad073. Epub 2023 Jul 24. J R Stat Soc Series B Stat Methodol. 2023. PMID: 38584801 Free PMC article.
SCALAR ON NETWORK REGRESSION VIA BOOSTING.
Morris EL, He K, Kang J. Morris EL, et al. Ann Appl Stat. 2022 Dec;16(4):2755-2773. doi: 10.1214/22-aoas1612. Epub 2022 Sep 26. Ann Appl Stat. 2022. PMID: 36329717 Free PMC article.
32 results