Publications by authors named "Roman Stratiichuk"

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Sampling and Ranking of Protein Conformations Using Machine Learning Techniques Do Not Improve the Quality of Rigid Protein-Protein Docking.
Roman Stratiichuk, Roman Kyrylenko, Ihor Koleiev, Illia Savchenko, Taras Voitsitskyi

J Chem Inf Model· October 2025

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Leveraging large language models for literature-driven prioritization of protein binding pockets.
Roman Stratiichuk, Mykola Melnychenko, Ihor Koleiev, Taras Voitsitskyi, Vladyslav Husak

Bioinformatics· August 2025

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Neural Network Models for Prediction of Biological Activity using Molecular Dynamics Data: A Case of Photoswitchable Peptides.
Anton Cherednichenko, Sergii Afonin, Oleg Babii, Taras Voitsitskyi, Roman Stratiichuk

Mol Inform· July 2025

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Augmenting a training dataset of the generative diffusion model for molecular docking with artificial binding pockets.
Taras Voitsitskyi, Volodymyr Bdzhola, Roman Stratiichuk, Ihor Koleiev, Zakhar Ostrovsky

RSC Adv· January 2024

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3DProtDTA: a deep learning model for drug-target affinity prediction based on residue-level protein graphs.
Taras Voitsitskyi, Roman Stratiichuk, Ihor Koleiev, Leonid Popryho, Zakhar Ostrovsky

RSC Adv· March 2023

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