Author

İsmail Erol

Bahçeşehir UniversityORCID 0000-0001-8256-6283Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Approach:simulation· 1 Approach:statistical model· 1

Frequent Co-Authors

Serdar DurdağıiD· 2 shared Berna DoğaniD· 1 shared Duaa KananiD· 1 shared Kader ŞahiniD· 1 shared Lalehan OktayiD· 1 shared Safa Haddad· 1 shared Tarek KananiD· 1 shared

Activity by Year

2023-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 12 mutual co-author links

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2 shared papersBioinformatics

Serdar DurdağıORCID

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2 papers

Recent·Most cited

BioinformaticsACS OmegaPeer-reviewedOct 20, 2025

Targeting Ubiquitin-Specific Protease 7 (USP7): A Pharmacophore-Guided Drug Repurposing and Physics-Based Molecular Simulations Study

Duaa Kanan, Tarek Kanan, Berna Doğan…·Serdar Durdağı

This study identifies potential USP7 inhibitors through virtual screening and molecular simulations, finding 12 compounds with favorable binding and anticancer activity.

3 citations

statistical modelsimulation

𝕏 PostBluesky

BioinformaticsACS OmegaPeer-reviewedOct 16, 2023

Utilizing Heteroatom Types and Numbers from Extensive Ligand Libraries to Develop Novel hERG Blocker QSAR Models Using Machine Learning-based Classifiers

Safa Haddad, Lalehan Oktay, İsmail Erol…·Serdar Durdağı

This study develops machine learning-based QSAR models to identify key heteroatoms in hERG blockers using ligand libraries and validates findings with molecular docking and simulations.

3 citations

machine learning (classical)

𝕏 PostBluesky