Gm-PLoc: A Subcellular Localization Model of Multi-Label Protein Based on GAN and DeepFM

Gm-PLoc: A Subcellular Localization Model of Multi-Label Protein Based on GAN and DeepFM

Identifying the subcellular localization of a given protein is an essential part of biological and medical research, since the protein must be localized in the correct organelle to ensure physiological function. Conventional biological experiments for protein subcellular localization have some limit...

Full description

Bibliographic Details
Main Authors: Liwen Wu, Song Gao, Shaowen Yao, Feng Wu, Jie Li, Yunyun Dong, Yunqi Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-06-01
Series:Frontiers in Genetics
Subjects:
protein subcellular localization
class imbalance learning
multi-label classification
generative adversarial networks
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2022.912614/full

Internet

https://www.frontiersin.org/articles/10.3389/fgene.2022.912614/full

Similar Items