Joëlle Pineau

This paper introduces a machine learning Mendelian randomization estimator, Quantile IV, to assess the causal effects of sclerostin inhibition on bone and cardiovascular outcomes using UK Biobank data.

This paper uses machine learning to predict osteoporotic fracture risk from genotypes, finding that genomic predictions outperform clinical risk factors in identifying fracture risk.