Bioinformatics
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Bioinformatics, Computational Biology & Systems Biology

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πŸ“ƒProtein–RNA interaction prediction with deep learning: structure matters

πŸ’₯From abstract: .... In this work, we give a thorough review of this field, surveying both the binding site and binding preference prediction problems and covering the commonly used datasets, features and models. We also point out the potential challenges and opportunities in this field. This survey summarizes the development of the RNA-binding protein–RNA interaction field in the past and foresees its future development in the post-AlphaFold era.

πŸ“˜Journal: Briefings in Bioinformatics (I.F.=13.994)
πŸ—“Publish year: 2021

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#review #binding_site #prediction
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πŸŽ“RNA Binding Protein Target Site Identification Using Machine Learning

πŸ“•PhD Thesis from Masaryk University, Czechia

πŸ—“Publish year: 2023

πŸ“Ž Study thesis

πŸ“²Channel: @Bioinformatics
#thesis #ml #protein #binding_site
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πŸ“„ Classifying covalent protein binders by their targeted binding site

πŸ““ Journal: Bioorganic & Medicinal Chemistry Letters (I.F.=2.5)
πŸ—“Publish year: 2025

πŸ§‘β€πŸ’»Authors: Walaa A. Bedewy, John W. Mulawka, Marc J. Adler
🏒Universities: Toronto Metropolitan University, Canada - Helwan University, Egypt

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#review #protein #covalent #binding_site
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πŸ“ƒ Artificial intelligence in metalloprotein binding site prediction: A systematic review bridging bioinformatics and biotechnology

πŸ“— Journal: International Journal of Biological Macromolecules (I.F.=8.5)
πŸ—“Publish year: 2025

πŸ§‘β€πŸ’»Authors: Fereshteh Noroozi Tiyoula, Fatemeh Vafaee Sharbaf, Karim Rahimian ,...
🏒Universities: Institute of Biochemistry and Biophysics (IBB) at University of Tehran - Tehran University of Medical Sciences, Iran

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πŸ“²Channel: @Bioinformatics
#review #binding_site #metaloprotein
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