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Bioinformatics | Disease Prediction | RNA Biology HoRDA: Learning higher-order structure information for predicting RNA-disease associations. February 7, 2024
Bioinformatics | Drug Discovery | RNA Biology Recent trends in RNA informatics: a review of machine learning and deep learning for RNA secondary structure prediction and RNA drug discovery. May 26, 2023
Bioinformatics | Genomics | RNA Biology G4Atlas: a comprehensive transcriptome-wide G-quadruplex database. October 16, 2022
Bioinformatics | RNA Biology | Structural Biology Predicting RNA distance-based contact maps by integrated deep learning on physics-inferred secondary structure and evolutionary-derived mutational coupling. June 25, 2022
Bioinformatics | Computational Biology | RNA Biology Deep learning models for RNA secondary structure prediction (probably) do not generalise across families. June 24, 2022
Biomedicine | RNA Biology | Transcriptomics Drug target inference by mining transcriptional data using a novel graph convolutional network framework. October 22, 2021
Bioinformatics | Computational Biology | RNA Biology Review of machine learning methods for RNA secondary structure prediction. August 26, 2021
Bioinformatics | Computational Biology | RNA Biology Improved RNA Secondary Structure and Tertiary Base-pairing Prediction Using Evolutionary Profile, Mutational Coupling and Two-dimensional Transfer Learning. March 11, 2021
Bioinformatics | Genomics | RNA Biology Molecular barcoding of native RNAs using nanopore sequencing and deep learning. September 10, 2020