News & Publications

Preprints

Cordioli M, Corbetta A, Kariis HM, Jukarainen S, Vartiainen P, Kiiskinen T, et al. (no date) Socio-demographic and genetic risk factors for drug adherence and persistence: a retrospective nation-wide and biobank study across 5 medication classes and 1 814 521 individuals. medRxiv, 2023.10.09.23296740. doi:10.1101/2023.10.09.23296740.

Andrius Vabalas, Tuomo Hartonen, Pekka Vartiainen, Sakari Jukarainen, Essi Viippola, Rodosthenis S. Rodosthenous, et al. (no date) Deep learning-based prediction of one-year mortality in the entire Finnish population is an accurate but unfair digital marker of aging. medRxiv. doi:10.1101/2023.09.18.23295726.

Wharrie S, Yang Z, Ganna A and Kaski S (no date) Characterizing personalized effects of family information on disease risk using graph representation learning. arXiv. doi:10.48550/arXiv.2304.05010.

Vartiainen P, Jukarainen S, Rhedin SA, Prinz A, Hartonen T, Vabalas A, et al. (no date) Risk factors for severe respiratory syncytial virus infection during the first year of life: development and validation of a clinical prediction model. medRxiv. doi: https://doi.org/0.1101/2023.02.23.23286237.

Liu A, Akimova ET, Ding X, Jukarainen S, Vartiainen P, Kiiskinen T, et al. (no date) The relationship of major diseases with childlessness: a sibling matched case-control and population register study in Finland and Sweden. medRxiv. doi: https://doi.org/10.1101/2022.03.25.22272822.

2023

Viippola E, Kuitunen S, Rodosthenous RS, Vabalas A, Hartonen T, Vartiainen P, et al. (2023) Data Resource Profile: Nationwide registry data for high-throughput epidemiology and machine learning (FinRegistry). International Journal of Epidemiology. 52 (4): e195–e200. doi: https://doi.org/10.1093/ije/dyad091

Hartonen T, Jermy B, Sõnajalg H, Vartiainen P, Krebs K, Vabalas A, et al. (2023) Nationwide health, socio-economic and genetic predictors of COVID-19 vaccination status in Finland. Nature Human Behaviour. 7, 1069–1083. doi: https://doi.org/10.1038/s41562-023-01591-z.