Tomasz Suchocki

From variants to networks: resolving low SNP overlap in dairy cattle meta-analysis through multi-level functional mapping

This paper performs a multi-level functional mapping of GWAS results in dairy cattle to identify shared genes, pathways, and QTL across traits with low SNP overlap.

Unravelling traits with complex inheritance mode: a gene panel perspective

The paper introduces a procedure to analyze gene panel data for complex traits, narrowing down SNPs with potential causal effects on protein structure.

An explainable deep learning classifier of bovine mastitis based on whole genome sequence data - circumventing the p>>>n problem

The paper develops a deep learning classifier for bovine mastitis susceptibility using whole genome sequence data, overcoming the p>>n problem through LASSO and deep learning integration.

The Thousand Polish Genomes Project- a national database of Polish variant allele frequencies

The paper describes the creation of a national database of Polish genomic variant allele frequencies using 1,079 whole genomes, identifying rare variants and confirming allele frequencies for known pathogenic variants.