PGAT-ABPp: harnessing protein language models and graph attention networks for antibacterial peptide identification with remarkable accuracy

Authors

Wensheng Cai (ORCID: https://orcid.org/0000-0002-6457-7058)
Haohao Fu (ORCID: https://orcid.org/0000-0003-0908-0046)
Xuyang Liu (ORCID: https://orcid.org/0000-0003-1576-0136)
Xueguang Shao (ORCID: https://orcid.org/0000-0001-5027-4382)
Yuelei Hao (ORCID: https://orcid.org/0009-0006-5703-0800)

Institutions

Nankai University (CN)
Unité Matériaux et Transformations (FR)
State Key Laboratory of Medicinal Chemical Biology

Publication Details

Journal: Bioinformatics
Published: 2024-08-01
DOI: https://doi.org/10.1093/bioinformatics/btae497
Citations: 20
Primary Topic: Antimicrobial Peptides and Activities
Type: article
Field-Weighted Citation Impact: 6.89

Funders

National Natural Science Foundation of China

Controls

|||

ALL TIME

JAN

FEB

MAR

APR

MAY

JUN

JUL

AUG

SEP

OCT

article

PGAT-ABPp: harnessing protein language models and graph attention networks for antibacterial peptide identification with remarkable accuracy

Wensheng Cai, Haohao Fu, Xuyang Liu, Xueguang Shao et al.

Aug 1, 2024

20 citations

Bioinformatics

Antimicrobial Peptides and Activities

6.89

article

PGAT-ABPp: harnessing protein language models and graph attention networks for antibacterial peptide identification with remarkable accuracy

Wensheng Cai, Haohao Fu, Xuyang Liu, Xueguang Shao, Yuelei Hao

August 1, 2024article en

20 citations

Abstract

No abstract available for this paper.

BioinformaticsVol. 40(8)

Nankai University (CN), Unité Matériaux et Transformations (FR), State Key Laboratory of Medicinal Chemical Biology

National Natural Science Foundation of China

Reduced inequalities

Openalex Percentile: Top 3%

Antimicrobial Peptides and Activities

6.89

DOI Open Access PDF OpenAlex

AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.