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 …
iAMPCN: a deep-learning approach for identifying antimicrobial peptides and their functional activities
Antimicrobial peptides (AMPs) are short peptides that play crucial roles in diverse biological
processes and have various functional activities against target organisms. Due to the abuse …
processes and have various functional activities against target organisms. Due to the abuse …
AI4AMP: an antimicrobial Peptide predictor using physicochemical property-Based encoding method and deep learning
Antimicrobial peptides (AMPs) are innate immune components that have recently stimulated
considerable interest among drug developers due to their potential as antibiotic substitutes …
considerable interest among drug developers due to their potential as antibiotic substitutes …
[HTML][HTML] Recent progress in the discovery and design of antimicrobial peptides using traditional machine learning and deep learning
Antimicrobial resistance has become a critical global health problem due to the abuse of
conventional antibiotics and the rise of multi-drug-resistant microbes. Antimicrobial peptides …
conventional antibiotics and the rise of multi-drug-resistant microbes. Antimicrobial peptides …
[HTML][HTML] 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 …
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 …
[HTML][HTML] Characterization and identification of natural antimicrobial peptides on different organisms
Because of the rapid development of multidrug resistance, conventional antibiotics cannot
kill pathogenic bacteria efficiently. New antibiotic treatments such as antimicrobial peptides …
kill pathogenic bacteria efficiently. New antibiotic treatments such as antimicrobial peptides …
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 …
Empirical comparison of web-based antimicrobial peptide prediction tools
Abstract Motivation Antimicrobial peptides (AMPs) are innate immune molecules that exhibit
activities against a range of microbes, including bacteria, fungi, viruses and protozoa …
activities against a range of microbes, including bacteria, fungi, viruses and protozoa …
[HTML][HTML] Prediction of antimicrobial peptides based on sequence alignment and feature selection methods
Antimicrobial peptides (AMPs) represent a class of natural peptides that form a part of the
innate immune system, and this kind of 'nature's antibiotics' is quite promising for solving the …
innate immune system, and this kind of 'nature's antibiotics' is quite promising for solving the …
相关搜索
- machine learning antimicrobial peptides
- acid properties antimicrobial peptides
- sequence alignment antimicrobial peptides
- discovery and design antimicrobial peptides
- random forest antimicrobial peptides
- distribution patterns antimicrobial peptides
- comprehensive assessment antimicrobial peptides
- deep learning antimicrobial peptides