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Hélène Ruffieux

Researcher at University of Cambridge

Publications -  20
Citations -  1370

Hélène Ruffieux is an academic researcher from University of Cambridge. The author has contributed to research in topics: Quantitative trait locus & Immune system. The author has an hindex of 6, co-authored 17 publications receiving 1152 citations. Previous affiliations of Hélène Ruffieux include École Polytechnique Fédérale de Lausanne & Nestlé.

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Efficient inference for genetic association studies with multiple outcomes

TL;DR: This work proposes a variational inference approach which produces posterior information very close to that of MCMC inference, at a much reduced computational cost, and outperforms popular variable selection methods and tailored Bayesian procedures.
Journal ArticleDOI

A fully joint Bayesian quantitative trait locus mapping of human protein abundance in plasma.

TL;DR: The analysis of extensive clinical data from the two cohorts indicates that the genetically-driven proteins identified by LOCUS are enriched in associations with low-grade inflammation, insulin resistance and dyslipidemia and might therefore act as endophenotypes for metabolic diseases.