Select publications

Responsible use of polygenic risk scores in the clinic: potential benefits, risks and gaps

Nature Medicine 2021.

Mapping the human genetic architecture of COVID-19

Nature 2021

Multiparametric platform for profiling lipid trafficking in human leukocytes

Cell Reports Methods, 2022

Estimation of recurrent atherosclerotic cardiovascular event risk in patients with established cardiovascular disease: the updated SMART2 algorithm

European Heart Journal, 2022

Machine learning optimized polygenic scores for blood cell traits identify sex-specific trajectories and genetic correlations with disease

Cell Genomics, 2022

Patterns of item nonresponse behavior to survey questionnaires are systematic and have a genetic basis

bioRxiv 2022

Multi-scale local-global architecture for person re-identification

Soft Comput, 2022

Genetic risk factors have a substantial impact on healthy life years

medrxiv 2022


A Unified Review of Deep Learning for Automated Medical Coding

arXIv 2022

Identifying interpretable gene-biomarker associations with functionally informed kernel-based tests in 190,000 exomes

bioRxiv 2022

Integration of questionnaire-based risk factors improves polygenic risk scores for human coronary heart disease and type 2 diabetes

Communications biology 2022

Genome-wide association studies of metabolites in Finnish men identify disease-relevant loci

Nature Communications 2022 

Pathogen-sugar interactions revealed by universal saturation transfer analysis. 

Science 2022.