Biological representation of chemicals using latent target interaction profile

Abstract Background Computational prediction of a phenotypic response upon the chemical perturbation on a biological system plays an important role in drug discovery, and many other applications. Chemical fingerprints are a widely used feature to build machine learning models. However, the fingerpri...

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Bibliographic Details
Main Authors: Mohamed Ayed, Hansaim Lim, Lei Xie
Format: Article
Language:English
Published: BMC 2019-12-01
Series:BMC Bioinformatics
Subjects:
Online Access:https://doi.org/10.1186/s12859-019-3241-3