Vitaly Voloshin

Discrimination of inherent characteristics of susceptible and resistant strains of Anopheles gambiae by explainable Artificial Intelligence Analysis of Flight Trajectories

The paper uses explainable AI to distinguish between insecticide-resistant and susceptible Anopheles gambiae strains based on flight trajectory analysis.

Machine Learning Reveals Immediate Disruption in Mosquito Flight when exposed to Olyset Nets

This study uses machine learning to analyze mosquito flight behavior around insecticide-treated nets, finding immediate disruption in flight patterns regardless of insecticide resistance.

Towards an unbiased characterization of genetic polymorphism

The paper analyzes whole-genome polymorphism data from 27 Arabidopsis thaliana genomes to highlight challenges and insights in unbiased genetic variation characterization.

Open access-enabled evaluation of epigenetic age acceleration in colorectal cancer and development of a classifier with diagnostic potential.

The paper evaluates epigenetic age acceleration in colorectal cancer using open access data and develops a classifier with diagnostic potential based on epigenetic age acceleration.

Evaluation of epigenetic age acceleration scores and their associations with CVD related phenotypes in a population cohort

The paper evaluates nine epigenetic age acceleration scores and their associations with 18 cardio-metabolic phenotypes in an Eastern European cohort, finding sex-specific and counter-intuitive relationships.

The Personal Genome Project-UK: an open access resource of human multi-omics data

The paper describes the PGP-UK multi-omics reference panel, providing open access to genomic, methylomic, and transcriptomic data with quality control and API access.