Natalja Fjodorova

New public QSAR model for carcinogenicity

Natalja Fjodorova, Marjan Vračko, Marjana Novič et al. · Chemistry Central Journal · 2010 · 137 citations · Full text

Pharmacy, Toxicology, Drug Discovery +11

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

Quantitative and qualitative models for carcinogenicity prediction for non-congeneric chemicals using CP ANN method for regulatory uses

Natalja Fjodorova, Marjan Vračko, Marjan Tušar et al. · Molecular Diversity · 2009 · 50 citations

Pharmacy, Chemical Engineering, Toxicology +13

The way to cover prediction for cytotoxicity for all existing nano-sized metal oxides by using neural network method

Natalja Fjodorova, Marjana Novič, Agnieszka Gajewicz et al. · Nanotoxicology · 2017 · 50 citations

Pharmacy, Chemical Engineering, Toxicology +15

Evaluating the applicability domain in the case of classification predictive models for carcinogenicity based on the counter propagation artificial neural network

Natalja Fjodorova, Marjana Novič, Alessandra Roncaglioni et al. · Journal of Computer-Aided Molecular Design · 2011 · 22 citations

Pharmacy, Computer Science, Toxicology +11