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#mendelian randomization
— Wednesday, January 07, 2026
(4 items)
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A two-stage GAN-based instrumental variable method for causal analysis of omics data.
(academic.oup.com)
Zhou Y
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Lu Q
Briefings in Bioinformatics
2026-01-07
#gene expression
#deep learning
#mendelian randomization
#causal inference
#omics
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Transfer learning-based two-sample Mendelian randomization method for heterogeneous population.
(academic.oup.com)
Wei Y
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Li H
Briefings in Bioinformatics
2026-01-07
#transfer learning
#mendelian randomization
#causal inference
#population stratification
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MACFIV: a novel framework for nonlinear causal inference in the body mass index-hypertension relationship with many weak and pleiotropic genetic instruments.
(academic.oup.com)
Chen D
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Hu YQ
Briefings in Bioinformatics
2026-01-07
#mendelian randomization
#causal inference
#hypertension
#pleiotropy
#instrumental variables
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A novel two-sample Mendelian randomization framework integrating common and rare variants: application to assess the effect of HDL-C on preeclampsia risk.
(academic.oup.com)
Zhang Y
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Yan Q
Briefings in Bioinformatics
2026-01-07
#sequencing
#variants
#mendelian randomization
#causal inference
#preeclampsia