Daria Bykova

Feature selection and aggregation for antibiotic resistance GWAS in Mycobacterium tuberculosis: a comparative study.

This study compares feature selection methods for GWAS of antibiotic resistance in Mycobacterium tuberculosis, finding that ABESS outperforms others in selecting relevant mutations.

Mutation and recombination parameters in zebra finch are similar to those in mammals

This study estimates mutation and recombination parameters in zebra finches, finding similarities to mammals despite differences in genome structure and recombination mechanisms.

Evaluating generalizability of artificial intelligence models for molecular datasets

This paper evaluates how well deep learning models generalize to new molecular sequences using a new framework called SPECTRA across 18 datasets and 19 models.

Landscape of allele-specific transcription factor binding in the human genome

The paper identifies allele-specific transcription factor binding events across the human genome using ChIP-Seq data, revealing regulatory variants linked to disease and molecular mechanisms.