DeepTP: A Deep Learning Model for Thermophilic Protein Prediction

DeepTP: A Deep Learning Model for Thermophilic Protein Prediction

Thermophilic proteins have important value in the fields of biopharmaceuticals and enzyme engineering. Most existing thermophilic protein prediction models are based on traditional machine learning algorithms and do not fully utilize protein sequence information. To solve this problem, a deep learni...

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Bibliographic Details
Main Authors: Jianjun Zhao, Wenying Yan, Yang Yang
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:International Journal of Molecular Sciences
Subjects:
thermophilic proteins
self-attention
convolutional neural network
bidirectional long short-term memory network
multiple-channel feature fusion
Online Access:https://www.mdpi.com/1422-0067/24/3/2217

Internet

https://www.mdpi.com/1422-0067/24/3/2217

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