Toward insights on antimicrobial selectivity of host defense peptides via machine learning model interpretation

Host defense peptides are promising candidates for the development of novel antibiotics. To realize their therapeutic potential, high levels of target selectivity is essential. This study aims to identify factors governing selectivity via the use of the random forest algorithm for correlating peptid...

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Bibliographic Details
Main Authors: Hao Li, Thinam Tamang, Chanin Nantasenamat
Other Authors: Tribhuvan University
Format: Article
Published: 2022
Subjects:
Online Access:https://repository.li.mahidol.ac.th/handle/123456789/75986
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Institution: Mahidol University