Recent development of machine learning-based methods for the prediction of defensin family and subfamily

Recent development of machine learning-based methods for the prediction of defensin family and subfamily

Nearly all living species comprise of host defense peptides called defensins, that are crucial for innate immunity. These peptides work by activating the immune system which kills the microbes directly or indirectly, thus providing protection to the host. Thus far, numerous preclinical and clinical...

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Bibliographic Details
Main Authors: Phasit Charoenkwan, Nalini Schaduangrat, S. M. Hasan Mahmud, Orawit Thinnukool, Watshara Shoombuatong
Format: Article
Language:English
Published: IfADo - Leibniz Research Centre for Working Environment and Human Factors, Dortmund 2022-05-01
Series:EXCLI Journal : Experimental and Clinical Sciences
Subjects:
defensins
sequence analysis
bioinformatics
classification
machine learning
feature selection
Online Access:https://www.excli.de/index.php/excli/article/view/4913

Internet

https://www.excli.de/index.php/excli/article/view/4913

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