A Method for Predicting Hemolytic Potency of Chemically Modified Peptides From Its Structure

In the present study, a systematic effort has been made to predict the hemolytic potency of chemically modified peptides. All models have been trained, tested, and evaluated on a dataset that contains 583 modified hemolytic peptides and a balanced number of non-hemolytic peptides. Machine learning t...

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Bibliographic Details
Main Authors: Vinod Kumar, Rajesh Kumar, Piyush Agrawal, Sumeet Patiyal, Gajendra P.S. Raghava
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-02-01
Series:Frontiers in Pharmacology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fphar.2020.00054/full