Arto J. Mannermaa

Kys
Kuopio, Finland

Last Updated: 09/26/2026

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Found 261 publications

PRANA: A Deep Learning Method for Adapting Polygenic Risk Scores to Diverse Ethnic Groups.

PRANA: A Deep Learning Method for Adapting Polygenic Risk Scores to Diverse Ethnic Groups.

Journal: medRxiv : the preprint server for health sciences

Published: July 29, 2026

Clarifying risk-factor associations with quantitative breast tumor features: a pooled analysis of 24 studies.

Clarifying risk-factor associations with quantitative breast tumor features: a pooled analysis of 24 studies.

Journal: Journal of the National Cancer Institute

Published: February 25, 2026

Machine Learning-Based Prediction of Drug-Induced QTc Changes in a Large Finnish Biobank Cohort.

Machine Learning-Based Prediction of Drug-Induced QTc Changes in a Large Finnish Biobank Cohort.

Journal: Clinical and translational science

Published: December 21, 2025

Malignant vs. Non-malignant Annotations on TCGA Breast Cancer Whole Slide Images for AI Analysis.

Malignant vs. Non-malignant Annotations on TCGA Breast Cancer Whole Slide Images for AI Analysis.

Journal: Scientific data

Published: October 09, 2025

GenoGraph: An Interpretable Graph Contrastive Learning Approach for Identifying Breast Cancer Risk Variants.

GenoGraph: An Interpretable Graph Contrastive Learning Approach for Identifying Breast Cancer Risk Variants.

Journal: IEEE transactions on computational biology and bioinformatics

Published: October 02, 2025

Author Correction: Functional mechanisms underlying pleiotropic risk alleles at the 19p13.1 breast-ovarian cancer susceptibility locus.

Author Correction: Functional mechanisms underlying pleiotropic risk alleles at the 19p13.1 breast-ovarian cancer susceptibility locus.

Journal: Nature communications

Published: September 09, 2025

Threshold-Based Overlap of Breast Cancer High-Risk Classification Using Family History, Polygenic Risk Scores, and Traditional Risk Models in 180,398 Women.

Threshold-Based Overlap of Breast Cancer High-Risk Classification Using Family History, Polygenic Risk Scores, and Traditional Risk Models in 180,398 Women.

Journal: Cancers

Published: September 09, 2025

Clinicopathological characteristics of patients with inoperable non-small cell lung cancer harboring circulating NRF2 pathway mutations.

Clinicopathological characteristics of patients with inoperable non-small cell lung cancer harboring circulating NRF2 pathway mutations.

Journal: The Journal of pathology

Published: July 09, 2025

Exogenous Hormones, Tumor Intrinsic Subtypes, and Breast Cancer.

Exogenous Hormones, Tumor Intrinsic Subtypes, and Breast Cancer.

Journal: JAMA network open

Published: July 07, 2025

The role of digital twins in P4 medicine: A paradigm for modern healthcare.

The role of digital twins in P4 medicine: A paradigm for modern healthcare.

Journal: NPJ digital medicine

Published: June 11, 2025

Overlap of high-risk individuals across family history, genetic & non-genetic breast cancer risk models: Analysis of 180,398 women from European & Asian ancestries.

Overlap of high-risk individuals across family history, genetic & non-genetic breast cancer risk models: Analysis of 180,398 women from European & Asian ancestries.

Journal: medRxiv : the preprint server for health sciences

Published: March 17, 2025

Estimating the use of biological samples in Finnish biobanks and hospital collections.

Estimating the use of biological samples in Finnish biobanks and hospital collections.

Journal: European journal of human genetics : EJHG

Published: October 24, 2024

Showing 1-12 of 261

Last Updated: 09/26/2026