Publications by authors named "Andrei Dmitrenko"

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Chemical Space Exploration and Reinforcement Learning for Discovery of Novel Benzimidazole Hybrid Antibiotics.
Karina Urazmanova, Anastasia Orlova, Anton Ber, Vladimir Vinogradov, Andrei Dmitrenko

J Chem Inf Model· September 2025

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Integrating QSAR modelling with reinforcement learning for Syk inhibitor discovery.
Maria Zavadskaya, Anastasia Orlova, Andrei Dmitrenko, Vladimir Vinogradov

J Cheminform· April 2025

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Computer-Aided Discovery of Synergistic Drug-Nanoparticle Combinations for Enhanced Antimicrobial Activity.
Susan Jyakhwo, Andrei Dmitrenko, Vladimir V Vinogradov

ACS Appl Mater Interfaces· February 2025

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AI-Powered Knowledge Base Enables Transparent Prediction of Nanozyme Multiple Catalytic Activity.
Julia Razlivina, Andrei Dmitrenko, Vladimir Vinogradov

J Phys Chem Lett· June 2024

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Machine Learning Reinforced Genetic Algorithm for Massive Targeted Discovery of Selectively Cytotoxic Inorganic Nanoparticles.
Susan Jyakhwo, Nikita Serov, Andrei Dmitrenko, Vladimir V Vinogradov

Small· February 2024

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Quantifying the Efficacy of Magnetic Nanoparticles for MRI and Hyperthermia Applications via Machine Learning Methods.
Pavel Kim, Nikita Serov, Aleksandra Falchevskaya, Ilia Shabalkin, Andrei Dmitrenko

Small· November 2023

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Regularized adversarial learning for normalization of multi-batch untargeted metabolomics data.
Andrei Dmitrenko, Michelle Reid, Nicola Zamboni

Bioinformatics· March 2023

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A system suitability testing platform for untargeted, high-resolution mass spectrometry.
Andrei Dmitrenko, Michelle Reid, Nicola Zamboni

Front Mol Biosci· October 2022

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