Multiple Protein Subcellular Locations Prediction Based on Deep Convolutional Neural Networks with Self-Attention Mechanism.
Sign Up to like & getrecommendations! Published in 2022 at "Interdisciplinary sciences, computational life sciences"
DOI: 10.1007/s12539-021-00496-7
Abstract: As an important research field in bioinformatics, protein subcellular location prediction is critical to reveal the protein functions and provide insightful information for disease diagnosis and drug development. Predicting protein subcellular locations remains a challenging… read more here.
Keywords: deep convolutional; protein subcellular; neural networks; prediction ... See more keywords
Subcellular locations of potential cell wall proteins in plants: predictors, databases and cross-referencing
Sign Up to like & getrecommendations! Published in 2018 at "Briefings in bioinformatics"
DOI: 10.1093/bib/bbx050
Abstract: The cell wall is the most striking feature that distinguishes plant cells from animal cells. It plays an essential role in cell shape, stability, growth and protection. Despite being present in small amounts, cell wall… read more here.
Keywords: subcellular locations; cell wall; cwps; wall proteins ... See more keywords
Advance in predicting subcellular localization of multi-label proteins and its implication for developing multi-target drugs.
Sign Up to like & getrecommendations! Published in 2019 at "Current medicinal chemistry"
DOI: 10.2174/0929867326666190507082559
Abstract: The smallest unit of life is a cell, which contains numerous protein molecules. Most of the functions critical to the cell's survival are performed by these proteins located in its different organelles, usually called ''subcellular… read more here.
Keywords: multi label; label proteins; subcellular locations; subcellular localization ... See more keywords