Natalia Sizochenko

From basic physics to mechanisms of toxicity: the “liquid drop” approach applied to develop predictive classification models for toxicity of metal oxide nanoparticles

Natalia Sizochenko, Bakhtiyor Rasulev, Agnieszka Gajewicz et al. · Nanoscale · 2014 · 101 citations

Pharmacy, Toxicology, Mechanisms Of Toxicity +16

Evaluating genotoxicity of metal oxide nanoparticles: Application of advanced supervised and unsupervised machine learning techniques

Natalia Sizochenko, Michael Syzochenko, Natalja Fjodorova et al. · Ecotoxicology and Environmental Safety · 2019 · 62 citations

Pharmacy, Materials Science, Toxicology +14

A chemoinformatics approach for the characterization of hybrid nanomaterials: safer and efficient design perspective

Alicja Mikołajczyk, Natalia Sizochenko, Ewa Mulkiewicz et al. · Nanoscale · 2019 · 60 citations

Natural Sciences, Chemistry, Materials Science +17

Rutin as promising drug for the treatment of Parkinson’s disease: an assessment of MAO-B inhibitory potential by docking, molecular dynamics and DFT studies

Faizul Azam, Honiwa Suliman Abodabos, Ismail M. Taban et al. · Molecular Simulation · 2019 · 48 citations

Pharmacy, Medicinal Chemistry, Pharmacology +17

Towards the Development of Global Nano-Quantitative Structure–Property Relationship Models: Zeta Potentials of Metal Oxide Nanoparticles

Andrey A. Toropov, Natalia Sizochenko, Alla P. Toropova et al. · Nanomaterials · 2018 · 46 citations · Full text

Natural Sciences, Chemistry, Materials Science +17