Prediction of Cholecystokinin-Secretory Peptides Using Bidirectional Long Short-term Memory Model Based on Transfer Learning and Hierarchical Attention Network Mechanism

Prediction of Cholecystokinin-Secretory Peptides Using Bidirectional Long Short-term Memory Model Based on Transfer Learning and Hierarchical Attention Network Mechanism

Cholecystokinin (CCK) can make the human body feel full and has neurotrophic and anti-inflammatory effects. It is beneficial in treating obesity, Parkinson’s disease, pancreatic cancer, and cholangiocarcinoma. Traditional biological experiments are costly and time-consuming when it comes to finding...

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Hlavní autoři: Jing Liu, Pu Chen, Hongdong Song, Pengxiao Zhang, Man Wang, Zhenliang Sun, Xiao Guan
Médium: Článek
Jazyk:English
Vydáno: MDPI AG 2023-09-01
Edice:Biomolecules
Témata:
cholecystokinin
CCK-secretory peptides
transfer learning
SMILES enumeration
hierarchical attention network
BiLSTM
On-line přístup:https://www.mdpi.com/2218-273X/13/9/1372

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https://www.mdpi.com/2218-273X/13/9/1372

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