An Improved Archaeology Algorithm Based on Integrated Multi-Source Biological Information for Yeast Protein Interaction Network
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Access"
DOI: 10.1109/access.2017.2690664
Abstract: With the development of high-throughput interaction detection techniques such as tandem affinity purification (TAP) and yeast two-hybrid (Y2H), the available genome-wide protein–protein interactions (PPIs) data have been increasing in recent years. Using mathematical, physical, and… read more here.
Keywords: protein; archaeology; biological information; multi source ... See more keywords
A Deep Learning Framework for Identifying Essential Proteins by Integrating Multiple Types of Biological Information
Sign Up to like & getrecommendations! Published in 2021 at "IEEE/ACM Transactions on Computational Biology and Bioinformatics"
DOI: 10.1109/tcbb.2019.2897679
Abstract: Computational methods including centrality and machine learning-based methods have been proposed to identify essential proteins for understanding the minimum requirements of the survival and evolution of a cell. In centrality methods, researchers are required to… read more here.
Keywords: learning framework; essential proteins; biological information; deep learning ... See more keywords