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Selected collection of our publications

Machine Learning in Drug Discovery

ML methods, AI applications, computer-aided drug design & discovery, and cheminformatics services.

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QSAR Modeling & SAR

Quantitative structure-activity relationship models, SAR analysis, and molecular descriptors.

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Drug Safety & Adverse Reactions

Analysis of adverse drug reactions, toxicity prediction, and safety assessment using computational methods.

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Cancer Research & Oncology

Anticancer compounds, tumor drug resistance, and molecular mechanisms in cancer cells.

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Drug Biotransformation & Metabolism

Metabolite prediction, xenobiotic metabolism, and biotransformation analysis including microbiota.

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Geroprotection & Aging

Geroprotectors assessment, anti-aging compounds, and longevity-related pharmacology.

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Immunology & Immunodeficiency

Primary immunodeficiencies, immune response prediction, and amino acid substitution pathogenicity.

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Transcriptomics & Gene Expression

Transcriptomic profiling, gene expression analysis, and RNA-seq data processing.

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Databases & Web Applications

Drug databases, web-services for prediction, and bioinformatics tools development.

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Bioinformatics & Text Mining

Data extraction from scientific texts, chemical named entities recognition, and biomedical text analysis.

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Cytotoxicity Prediction

Cell line toxicity, IC50/GI50 prediction, and cytotoxic activity assessment.

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Post-Translational Modifications

Protein acetylation, phosphorylation prediction, and PTM site identification.

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Neuropsychiatry & Depression

Major depressive disorder, mental health, neurological pathways, and drug repurposing.

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Natural Products & Phytochemistry

Plant-derived compounds, phytoadaptogenes, and natural product databases.

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HIV/AIDS Research

HIV drug resistance, antiretroviral therapy, viral protein analysis, and treatment optimization.

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Proteomics & Protein Analysis

Proteomic profiling, protein-protein interactions, and mass spectrometry analysis.

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Viral Infections & Antivirals

Antiviral compounds, viral protease inhibitors, and host-virus interactions.

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Drug-Drug Interactions

DDI prediction and CYP450 interactions modeling.

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Molecular Docking & Binding

Protein-ligand interactions, scoring functions, and structure-based drug design.

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COVID-19 & SARS-CoV-2

Coronavirus research, SARS-CoV-2 mechanisms, post-COVID syndrome, and antiviral discovery.

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