SNF-NN: computational method to predict drug-disease interactions using similarity network fusion and neural networks

SNF-NN: computational method to predict drug-disease interactions using similarity network fusion and neural networks

Abstract Background Drug repositioning is an emerging approach in pharmaceutical research for identifying novel therapeutic potentials for approved drugs and discover therapies for untreated diseases. Due to its time and cost efficiency, drug repositioning plays an instrumental role in optimizing th...

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Bibliographic Details
Main Authors: Tamer N. Jarada, Jon G. Rokne, Reda Alhajj
Format: Article
Language:English
Published: BMC 2021-01-01
Series:BMC Bioinformatics
Subjects:
Computational drug repositioning
Drug similarity measures
Similarity network fusion
Machine learning
Deep learning
Online Access:https://doi.org/10.1186/s12859-020-03950-3

Internet

https://doi.org/10.1186/s12859-020-03950-3

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