[HTML][HTML] An automatic representation of peptides for effective antimicrobial activity classification
Antimicrobial peptides (AMPs) are a promising alternative to small-molecules-based
antibiotics. These peptides are part of most living organisms' innate defense system. In order …
antibiotics. These peptides are part of most living organisms' innate defense system. In order …
Encodings and models for antimicrobial peptide classification for multi-resistant pathogens
S Spänig, D Heider - BioData Mining, 2019 - Springer
Antimicrobial peptides (AMPs) are part of the inherent immune system. In fact, they occur in
almost all organisms including, eg, plants, animals, and humans. Remarkably, they show …
almost all organisms including, eg, plants, animals, and humans. Remarkably, they show …
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 …
Systematic analysis of global features and model building for recognition of antimicrobial peptides
With growing bacterial resistance to antibiotics, it is becoming paramount to seek out new
antibacterials. Antimicrobial peptides (AMPs) provide interesting templates for antibacterial …
antibacterials. Antimicrobial peptides (AMPs) provide interesting templates for antibacterial …
Characterization and identification of antimicrobial peptides with different functional activities
In recent years, antimicrobial peptides (AMPs) have become an emerging area of focus
when developing therapeutics hot spot residues of proteins are dominant against infections …
when developing therapeutics hot spot residues of proteins are dominant against infections …
Distinct profiling of antimicrobial peptide families
Motivation: The increased prevalence of multi-drug resistant (MDR) pathogens heightens
the need to design new antimicrobial agents. Antimicrobial peptides (AMPs) exhibit broad …
the need to design new antimicrobial agents. Antimicrobial peptides (AMPs) exhibit broad …
Antimicrobial peptides recognition using weighted physicochemical property encoding
S Na, DL Wannigama, T Saethang - Journal of Bioinformatics and …, 2023 - World Scientific
Antimicrobial resistance is a major public health concern. Antimicrobial peptides (AMPs) are
one of the host defense mechanisms responding efficiently against multidrug-resistant …
one of the host defense mechanisms responding efficiently against multidrug-resistant …
Target-AMP: Computational prediction of antimicrobial peptides by coupling sequential information with evolutionary profile
Antimicrobial peptides (AMPs) are gaining a lot of attention as cutting-edge treatments for
many infectious disorders. The effectiveness of AMPs against bacteria, fungi, and viruses …
many infectious disorders. The effectiveness of AMPs against bacteria, fungi, and viruses …
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 …
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