Advancements in one-dimensional protein structure prediction using machine learning and deep learning

The accurate prediction of protein structures remains a cornerstone challenge in structural bioinformatics, essential for understanding the intricate relationship between protein sequence, structure, and function. Recent advancements in Machine Learning (ML) and Deep Learning (DL) have revolutionize...

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Bibliographic Details
Main Authors:	Wafa Alanazi, Di Meng, Gianluca Pollastri
Format:	Article
Language:	English
Published:	Elsevier 2025-01-01
Series:	Computational and Structural Biotechnology Journal
Subjects:	Deep learning 1D protein prediction Protein databases Secondary structure Intrinsic disorder Solvent accessibility
Online Access:	http://www.sciencedirect.com/science/article/pii/S2001037025001254
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Advancements in one-dimensional protein structure prediction using machine learning and deep learning

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