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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. Among authors: kang j. 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. Among authors: kang j. 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
Predicting physiological aging rates from a range of quantitative traits using machine learning.
Sun ED, Qian Y, Oppong R, Butler TJ, Zhao J, Chen BH, Tanaka T, Kang J, Sidore C, Cucca F, Bandinelli S, Abecasis GR, Gorospe M, Ferrucci L, Schlessinger D, Goldberg I, Ding J. Sun ED, et al. Among authors: kang j. Aging (Albany NY). 2021 Oct 29;13(20):23471-23516. doi: 10.18632/aging.203660. Epub 2021 Oct 29. Aging (Albany NY). 2021. PMID: 34718232 Free PMC article.
SCALAR ON NETWORK REGRESSION VIA BOOSTING.
Morris EL, He K, Kang J. Morris EL, et al. Among authors: kang j. 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.
18,735 results
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