Serhii Starosyla

6PUBLICATIONS
14CO-AUTHORS
Adversarial machine learningMedical molecular engineering of nucleic acids and proteinsBioinformatic methods developmentBiomolecular modelling and design
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Publications (6)

|Jul 02, 2026
An End-User Audit of Reproducibility, Data Leakage, and Overfitting of the Top-Ranked ADMET Prediction Models in TDC Leaderboards.

|Jan 30, 2026
ArtiDock: Accurate Machine Learning Approach to Protein-Ligand Docking Optimized for High-Throughput Virtual Screening.

Taras Voitsitskyi, Ihor Koleiev, Roman Stratiichuk

|Sep 16, 2025
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

|Jan 04, 2024
Augmenting a training dataset of the generative diffusion model for molecular docking with artificial binding pockets.

Taras Voitsitskyi, Volodymyr Bdzhola, Roman Stratiichuk

|Apr 03, 2023
3DProtDTA: a deep learning model for drug-target affinity prediction based on residue-level protein graphs.

Taras Voitsitskyi, Roman Stratiichuk, Ihor Koleiev

|Jul 25, 2022
Identification of dual-targeted Mycobacterium tuberculosis aminoacyl-tRNA synthetase inhibitors using machine learning.

Galyna P Volynets, Mariia O Usenko, Olga I Gudzera

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Frequent Collaborators

5 joint publications

Semen Yesylevskyy

4 joint publications

Taras Voitsitskyi

3 joint publications

Alan Nafiiev

2 joint publications

Volodymyr G Bdzhola