πProteinβRNA interaction prediction with deep learning: structure matters
π₯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 proteinβRNA interaction field in the past and foresees its future development in the post-AlphaFold era.
πJournal: Briefings in Bioinformatics (I.F.=13.994)
πPublish year: 2021
π Study the paper
π²Channel: @Bioinformatics
#review #binding_site #prediction
π₯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 proteinβRNA interaction field in the past and foresees its future development in the post-AlphaFold era.
πJournal: Briefings in Bioinformatics (I.F.=13.994)
πPublish year: 2021
π Study the paper
π²Channel: @Bioinformatics
#review #binding_site #prediction
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πRNA Binding Protein Target Site Identification Using Machine Learning
πPhD Thesis from Masaryk University, Czechia
πPublish year: 2023
π Study thesis
π²Channel: @Bioinformatics
#thesis #ml #protein #binding_site
πPhD Thesis from Masaryk University, Czechia
πPublish year: 2023
π Study thesis
π²Channel: @Bioinformatics
#thesis #ml #protein #binding_site
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π Classifying covalent protein binders by their targeted binding site
π Journal: Bioorganic & Medicinal Chemistry Letters (I.F.=2.5)
πPublish year: 2025
π§βπ»Authors: Walaa A. Bedewy, John W. Mulawka, Marc J. Adler
π’Universities: Toronto Metropolitan University, Canada - Helwan University, Egypt
π Study the paper
π²Channel: @Bioinformatics
#review #protein #covalent #binding_site
π Journal: Bioorganic & Medicinal Chemistry Letters (I.F.=2.5)
πPublish year: 2025
π§βπ»Authors: Walaa A. Bedewy, John W. Mulawka, Marc J. Adler
π’Universities: Toronto Metropolitan University, Canada - Helwan University, Egypt
π Study the paper
π²Channel: @Bioinformatics
#review #protein #covalent #binding_site
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π Artificial intelligence in metalloprotein binding site prediction: A systematic review bridging bioinformatics and biotechnology
π Journal: International Journal of Biological Macromolecules (I.F.=8.5)
πPublish year: 2025
π§βπ»Authors: Fereshteh Noroozi Tiyoula, Fatemeh Vafaee Sharbaf, Karim Rahimian ,...
π’Universities: Institute of Biochemistry and Biophysics (IBB) at University of Tehran - Tehran University of Medical Sciences, Iran
π Study the paper
π²Channel: @Bioinformatics
#review #binding_site #metaloprotein
π Journal: International Journal of Biological Macromolecules (I.F.=8.5)
πPublish year: 2025
π§βπ»Authors: Fereshteh Noroozi Tiyoula, Fatemeh Vafaee Sharbaf, Karim Rahimian ,...
π’Universities: Institute of Biochemistry and Biophysics (IBB) at University of Tehran - Tehran University of Medical Sciences, Iran
π Study the paper
π²Channel: @Bioinformatics
#review #binding_site #metaloprotein
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