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 …
A novel method to improve recognition of antimicrobial peptides through distal sequence-based features
Growing bacterial resistance to antibiotics is urging the development of new lines of
treatment. The discovery of naturally-occurring antimicrobial peptides (AMPs) is motivating …
treatment. The discovery of naturally-occurring antimicrobial peptides (AMPs) is motivating …
Binary response models for recognition of antimicrobial peptides
There is now great urgency in developing new antibiotics to combat bacterial resistance.
Recent attention has turned to naturally-occurring antimicrobial peptides (AMPs) that can …
Recent attention has turned to naturally-occurring antimicrobial peptides (AMPs) that can …
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 …
[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 …
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 …
Predictive model of linear antimicrobial peptides active against gram-negative bacteria
B Vishnepolsky, A Gabrielian, A Rosenthal… - Journal of chemical …, 2018 - ACS Publications
Antimicrobial peptides (AMPs) have been identified as a potential new class of anti-
infectives for drug development. There are a lot of computational methods that try to predict …
infectives for drug development. There are a lot of computational methods that try to predict …
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 …
[HTML][HTML] AMP-GSM: prediction of antimicrobial peptides via a grouping–scoring–modeling approach
Due to the increasing resistance of bacteria to antibiotics, scientists began seeking new
solutions against this problem. One of the most promising solutions in this field are …
solutions against this problem. One of the most promising solutions in this field are …
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 …