A computational and statistical framework for screening novel antimicrobial peptides
DP Veltri - 2015 - search.proquest.com
Bacterial resistance to antibiotics continues to be a serious concern worldwide. This has
motivated a strong research focus on naturally-occurring antimicrobial peptides (AMPs) as …
motivated a strong research focus on naturally-occurring antimicrobial peptides (AMPs) as …
Improving recognition of antimicrobial peptides and target selectivity through machine learning and genetic programming
Growing bacterial resistance to antibiotics is spurring research on utilizing naturally-
occurring antimicrobial peptides (AMPs) as templates for novel drug design. While …
occurring antimicrobial peptides (AMPs) as templates for novel drug design. While …
Comprehensive assessment of machine learning-based methods for predicting antimicrobial peptides
Antimicrobial peptides (AMPs) are a unique and diverse group of molecules that play a
crucial role in a myriad of biological processes and cellular functions. AMP-related studies …
crucial role in a myriad of biological processes and cellular functions. AMP-related studies …
Ensemble Machine Learning and Predicted Properties Promote Antimicrobial Peptide Identification
The emergence of antibiotic-resistant microbes raises a pressing demand for novel
alternative treatments. One promising alternative is the antimicrobial peptides (AMPs), a …
alternative treatments. One promising alternative is the antimicrobial peptides (AMPs), a …
ABP-Finder: a tool to identify antibacterial peptides and the Gram-staining type of targeted bacteria
YB Ruiz-Blanco, G Agüero-Chapin, S Romero-Molina… - Antibiotics, 2022 - mdpi.com
Multi-drug resistance in bacteria is a major health problem worldwide. To overcome this
issue, new approaches allowing for the identification and development of antibacterial …
issue, new approaches allowing for the identification and development of antibacterial …
A review on antimicrobial peptides databases and the computational tools
Abstract Antimicrobial Peptides (AMPs) have been considered as potential alternatives for
infection therapeutics since antibiotic resistance has been raised as a global problem. The …
infection therapeutics since antibiotic resistance has been raised as a global problem. The …
Antimicrobial peptides: an update on classifications and databases
Antimicrobial peptides (AMPs) are distributed across all kingdoms of life and are an
indispensable component of host defenses. They consist of predominantly short cationic …
indispensable component of host defenses. They consist of predominantly short cationic …
Machine learning for antimicrobial peptide identification and design
Artificial intelligence (AI) and machine learning (ML) models are being deployed in many
domains of society and have recently reached the field of drug discovery. Given the …
domains of society and have recently reached the field of drug discovery. Given the …
Hierarchical machine learning model predicts antimicrobial peptide activity against Staphylococcus aureus
H Khabaz, M Rahimi-Nasrabadi… - Frontiers in Molecular …, 2023 - frontiersin.org
Introduction: Staphylococcus aureus is a dangerous pathogen which causes a vast selection
of infections. Antimicrobial peptides have been demonstrated as a new hope for developing …
of infections. Antimicrobial peptides have been demonstrated as a new hope for developing …
Novel Antimicrobial Peptide Design Using Motif Match Score Representation
ÜG Söylemez, M Yousef… - IEEE/ACM Transactions …, 2024 - ieeexplore.ieee.org
Antimicrobial peptides (AMPs) have drawn the interest of the researchers since they offer an
alternative to the traditional antibiotics in the fight against antibiotic resistance and they …
alternative to the traditional antibiotics in the fight against antibiotic resistance and they …