Design of a machine learning-aided screening framework for antibiofilm peptides

Design of a machine learning-aided screening framework for antibiofilm peptides

Biofilms are formed by multicellular colonies of microorganisms that are protected by hard extracellular matrices. Eradication of biofilms is a challenging task due to their recalcitrant nature and thus biofilm formation poses a global threat to public health. In this regard, antibiofilm peptides ar...

Full description

Bibliographic Details
Main Authors: Hema Chandra Puchakayala, Pranshul Bhatnagar, Pranav Nambiar, Arnab Dutta, Debirupa Mitra
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:Digital Chemical Engineering
Subjects:
Antibiofilm peptides
Amino acid composition
Physicochemical properties
Conjoint triads
Binary classification
Explainable machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S277250812300025X

Internet

http://www.sciencedirect.com/science/article/pii/S277250812300025X

Similar Items