MIC_Locator: a novel image-based protein subcellular location multi-label prediction model based on multi-scale monogenic signal representation and intensity encoding strategy

MIC_Locator: a novel image-based protein subcellular location multi-label prediction model based on multi-scale monogenic signal representation and intensity encoding strategy

Abstract Background Protein subcellular localization plays a crucial role in understanding cell function. Proteins need to be in the right place at the right time, and combine with the corresponding molecules to fulfill their functions. Furthermore, prediction of protein subcellular location not onl...

Full description

Bibliographic Details
Main Authors: Fan Yang, Yang Liu, Yanbin Wang, Zhijian Yin, Zhen Yang
Format: Article
Language:English
Published: BMC 2019-10-01
Series:BMC Bioinformatics
Subjects:
Bioimage informatics
Protein subcellular localization
Frequency domain feature
Monogenic signal
Image intensity encoding strategy
Multi-label classifier chain
Online Access:http://link.springer.com/article/10.1186/s12859-019-3136-3

Internet

http://link.springer.com/article/10.1186/s12859-019-3136-3

Similar Items