Tuomo Hartonen

Helsinki, Finland

Last Updated: 09/26/2026

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Found 14 publications

Association and risk prediction of 19 complex diseases with polygenic scores and socioeconomic status.

Association and risk prediction of 19 complex diseases with polygenic scores and socioeconomic status.

Journal: Communications medicine

Published: October 27, 2025

The impact of polygenic score and socioeconomic status in predicting risk for 19 complex diseases.

The impact of polygenic score and socioeconomic status in predicting risk for 19 complex diseases.

Journal: medRxiv : the preprint server for health sciences

Published: September 15, 2025

Cross-biobank generalizability and accuracy of electronic health record-based predictors compared to polygenic scores.

Cross-biobank generalizability and accuracy of electronic health record-based predictors compared to polygenic scores.

Journal: Nature genetics

Published: September 16, 2024

Evaluation of polygenic scoring methods in five biobanks shows larger variation between biobanks than methods and finds benefits of ensemble learning.

Evaluation of polygenic scoring methods in five biobanks shows larger variation between biobanks than methods and finds benefits of ensemble learning.

Journal: American journal of human genetics

Published: November 20, 2023

Deep learning-based prediction of one-year mortality in Finland is an accurate but unfair aging marker.

Deep learning-based prediction of one-year mortality in Finland is an accurate but unfair aging marker.

Journal: Nature aging

Published: July 24, 2023

A unified framework for estimating country-specific cumulative incidence for 18 diseases stratified by polygenic risk.

A unified framework for estimating country-specific cumulative incidence for 18 diseases stratified by polygenic risk.

Journal: Nature communications

Published: May 31, 2023

Risk factors for severe respiratory syncytial virus infection during the first year of life: development and validation of a clinical prediction model.

Risk factors for severe respiratory syncytial virus infection during the first year of life: development and validation of a clinical prediction model.

Journal: The Lancet. Digital health

Published: March 30, 2023

Data Resource Profile: Nationwide registry data for high-throughput epidemiology and machine learning (FinRegistry).

Data Resource Profile: Nationwide registry data for high-throughput epidemiology and machine learning (FinRegistry).

Journal: International journal of epidemiology

Published: February 17, 2023

Nationwide health, socio-economic and genetic predictors of COVID-19 vaccination status in Finland.

Nationwide health, socio-economic and genetic predictors of COVID-19 vaccination status in Finland.

Journal: Nature human behaviour

Published: November 08, 2022

Sequence determinants of human gene regulatory elements.

Sequence determinants of human gene regulatory elements.

Journal: Nature genetics

Published: April 12, 2021

Contribution of allelic imbalance to colorectal cancer.

Contribution of allelic imbalance to colorectal cancer.

Journal: Nature communications

Published: October 03, 2017

PeakXus: comprehensive transcription factor binding site discovery from ChIP-Nexus and ChIP-Exo experiments.

PeakXus: comprehensive transcription factor binding site discovery from ChIP-Nexus and ChIP-Exo experiments.

Journal: Bioinformatics (Oxford, England)

Published: September 03, 2016

Showing 1-12 of 14

Last Updated: 09/26/2026