A Hybrid Deep Learning Model for Protein–Protein Interactions Extraction from Biomedical Literature

A Hybrid Deep Learning Model for Protein–Protein Interactions Extraction from Biomedical Literature

The exponentially increasing size of biomedical literature and the limited ability of manual curators to discover protein–protein interactions (PPIs) in text has led to delays in keeping PPI databases updated with the current findings. The state-of-the-art text mining methods for PPI extraction are...

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Bibliographic Details
Main Authors: Changqin Quan, Zhiwei Luo, Song Wang
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Applied Sciences
Subjects:
protein–protein interactions
deep learning (DL)
convolutional neural networks (CNN)
bidirectional long short-term memory (bidirectional LSTM)
Online Access:https://www.mdpi.com/2076-3417/10/8/2690

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https://www.mdpi.com/2076-3417/10/8/2690

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