Recent trends in RNA informatics: a review of machine learning and deep learning for RNA secondary structure prediction and RNA drug discovery.
Sign Up to like & getrecommendations! Published in 2023 at "Briefings in bioinformatics"
DOI: 10.1093/bib/bbad186
Abstract: Computational analysis of RNA sequences constitutes a crucial step in the field of RNA biology. As in other domains of the life sciences, the incorporation of artificial intelligence and machine learning techniques into RNA sequence… read more here.
Keywords: machine; machine learning; rna secondary; biology ... See more keywords
Prediction of RNA 5-Hydroxymethylcytosine Modifications Using Deep Learning
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DOI: 10.1109/access.2021.3049146
Abstract: It is becoming increasingly clear that RNA 5-hydroxymethylcytosine (5hmC), which plays an important role in several biological processes, is one of the most important objects of study in the field of RNA epigenetics. Biochemical experiments… read more here.
Keywords: rna hydroxymethylcytosine; hydroxymethylcytosine modifications; hydroxymethylcytosine; model ... See more keywords
Prediction of RNA Secondary Structure Using Quantum-inspired Genetic Algorithms
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DOI: 10.2174/1574893614666190916154103
Abstract: The prediction of RNA secondary structure using optimization algorithms is key to understand the real structure of an RNA. Evolutionary algorithms (EAs) are popular strategies for RNA secondary structure prediction. However, compared to most state-of-the-art… read more here.
Keywords: rna secondary; secondary structure; structure using; structure ... See more keywords
Knotify+: Toward the Prediction of RNA H-Type Pseudoknots, Including Bulges and Internal Loops
Sign Up to like & getrecommendations! Published in 2023 at "Biomolecules"
DOI: 10.3390/biom13020308
Abstract: The accurate “base pairing” in RNA molecules, which leads to the prediction of RNA secondary structures, is crucial in order to explain unknown biological operations. Recently, COVID-19, a widespread disease, has caused many deaths, affecting… read more here.
Keywords: rna; type pseudoknots; pseudoknots including; prediction ... See more keywords