Select publications

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

Nature Medicine 2021.

https://doi.org/10.1038/s41591-021-01549-6

Mapping the human genetic architecture of COVID-19

Nature 2021

https://doi.org/10.1038/s41586-021-03767-x

Multiparametric platform for profiling lipid trafficking in human leukocytes

Cell Reports Methods, 2022

https://doi.org/10.1016/j.crmeth.2022.100166

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

European Heart Journal, 2022 

https://doi.org/10.1093/eurheartj/ehac056

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

Cell Genomics, 2022

https://doi.org/10.1016/j.xgen.2021.100086

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

bioRxiv 2022

https://doi.org/10.1101/2022.02.11.480140

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

Soft Comput, 2022

https://doi.org/10.1007/s00500-022-06859-6

Genetic risk factors have a substantial impact on healthy life years

medrxiv 2022

ttps://doi.org/10.1101/2022.01.25.22269831

A Unified Review of Deep Learning for Automated Medical Coding

arXIv 2022

https://doi.org/10.48550/arXiv.2201.02797

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

bioRxiv 2022

https://doi.org/10.1101/2021.05.27.444972

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

Communications biology 2022

https://doi.org/10.1038/s42003-021-02996-0

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

Nature Communications 2022

https://doi.org/10.1038/s41467-022-29143-5