Work

Identification of efflux proteins based on contextual representations with deep bidirectional transformer encoders

Year: 2021

Type: article

Source: Analytical Biochemistry

DOI: 10.1016/j.ab.2021.114416

Authors: Semmy Wellem Taju, Syed Muazzam Ali Shah, Yu-Yen Ou

Institution: Yuan Ze University

Language: English

Topic: Machine Learning in Bioinformatics

Subfield: Molecular Biology

Field: Biochemistry, Genetics and Molecular Biology

Domain: Life Sciences

Open Access status: closed

Funder: Ministry of Science and Technology, Taiwan

Awards: Using Language Models and Transfer Learning to Identify Transport Proteins and Functional Classification, Using Convolutional Neural Networks and Multi-Window Scanning Techniques with Multiple Sequence Alignments Information to Identify Electron Transporters

OpenAlex ID: W3207362280

FWCI: 0.14

Cites: 42

Cited by: 4

Related to: 10