Convolutional Neural Network and Bidirectional Long Short-Term Memory-Based Method for Predicting Drug–Disease Associations

Convolutional Neural Network and Bidirectional Long Short-Term Memory-Based Method for Predicting Drug–Disease Associations

Identifying novel indications for approved drugs can accelerate drug development and reduce research costs. Most previous studies used shallow models for prioritizing the potential drug-related diseases and failed to deeply integrate the paths between drugs and diseases which may contain additional...

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Bibliographic Details
Main Authors:	Ping Xuan, Yilin Ye, Tiangang Zhang, Lianfeng Zhao, Chang Sun
Format:	Article
Language:	English
Published:	MDPI AG 2019-07-01
Series:	Cells
Subjects:	drug repositioning convolutional neural network drug research and development bidirectional long short-term memory attention mechanism at path level
Online Access:	https://www.mdpi.com/2073-4409/8/7/705

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