Computational tools for exploring sequence databases as a resource for antimicrobial peptides
Data mining has been recognized by many researchers as a hot topic in different areas. In
the post-genomic era, the growing number of sequences deposited in databases has been …
the post-genomic era, the growing number of sequences deposited in databases has been …
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 …
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 …
Effective automated feature construction and selection for classification of biological sequences
Background Many open problems in bioinformatics involve elucidating underlying functional
signals in biological sequences. DNA sequences, in particular, are characterized by rich …
signals in biological sequences. DNA sequences, in particular, are characterized by rich …
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 …
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 …
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 …
Estimation of the Synergistic Effect of Antimicrobial Peptides and Antibiotics by Machine Learning Models
B Olcay - 2022 - search.proquest.com
Urinary catheters are widely used in patients who cannot empty their bladder. However,
catheter surfaces are suitable for the adhesion of microorganisms, and this causes various …
catheter surfaces are suitable for the adhesion of microorganisms, and this causes various …