Bioinformatics Advances
@bioinfoadv
A fully open access, peer-reviewed journal published jointly by Oxford University Press and the International Society for Computational Biology.
ID: 1377623691278876682
https://academic.oup.com/bioinformaticsadvances 01-04-2021 14:07:49
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🔬 "In the twilight zone of protein sequence homology: Do protein language models learn protein structure?" explores how transformer-based PLMs tackle remote homology prediction. doi.org/10.1093/bioadv… #Bioinformatics #ProteinStructure #AI Yana Bromberg
🔎"Improving protein function prediction by learning and integrating representations of protein sequences and function labels" introduces TransFew, a powerful transformer model for enhanced #proteinfunction prediction. doi.org/10.1093/bioadv… #Bioinformatics #AI Jianlin Cheng
🧬"Utilising biological experimental data and molecular dynamics for the classification of mutational hotspots through machine learning" shares a powerful approach to analyzing DNA repair processes w/ #machinelearning. Read it here: doi.org/10.1093/bioadv… Dr. Georgina Menzies
🔍 "An extension of latent unknown clustering integrating multi-omics data (LUCID) incorporating incomplete omics data" offers a solution to the challenge of missing data in #multiomics analysis. doi.org/10.1093/bioadv… #Bioinformatics Yinqi Zhao Jesse Goodrich Burcu Darst