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Introduction and application of transfer learning in medical research
Lu-lu PAN, Yong-fu YU, Guo-you QIN
Fudan University Journal of Medical Sciences, 2024, 51(06): 1016-1020.   DOI: 10.3969/j.issn.1672-8467.2024.06.020

Race Target data Transfer with sources
Short sleep duration Long sleep duration Short sleep duration Long sleep duration
Mexican American 1.46(0.39) 0.39(0.42) 1.27(0.30) 0.24(0.21)
Other Hispanic 0.53(0.68) -0.85(0.70) 0.76(0.46) -0.12(0.35)
Non-Hispanic white 0.96(0.20) 0.30(0.21) 1.11(0.19) 0.29(0.11)
Non-Hispanic black 1.10(0.34) -0.66(0.36) 1.07(0.30) -0.07(0.17)
Other races 1.09(0.35) 0.48(0.36) 1.01(0.34) 0.40(0.20)
Tab 1 Regression coefficients (standard errors) for the association between sleep and depression severity across five races in NHANES
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