An Ensemble Approach Based on Multi-Source Information to Predict Drug-MiRNA Associations via Convolutional Neural Networks

An Ensemble Approach Based on Multi-Source Information to Predict Drug-MiRNA Associations via Convolutional Neural Networks

Increasing evidence from recent research demonstrates that aberrant expressions of microRNAs (miRNAs) are linked to the development of chronic human diseases. Targeting miRNAs with bioactive small-molecules (or drugs) to regulate their activities provide an innovative insight into human disease trea...

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Bibliographic Details
Main Authors: K. Deepthi, A. S. Jereesh
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Convolutional neural network
disease
drug
MiRNA
PCA
support vector machine
Online Access:https://ieeexplore.ieee.org/document/9369317/

Internet

https://ieeexplore.ieee.org/document/9369317/

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