Multitask joint learning with graph autoencoders for predicting potential MiRNA-drug associations

The occurrence of many diseases is associated with miRNA abnormalities. Predicting potential drug-miRNA associations is of great importance for both disease treatment and new drug discovery. Most computation-based approaches learn one task at a time, ignoring the information contained in other tasks...

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Veröffentlicht in:	Artificial intelligence in medicine 2023-11, Vol.145, p.102665-102665, Article 102665
Hauptverfasser:	Zhong, Yichen, Shen, Cong, Xi, Xiaoting, Luo, Yuxun, Ding, Pingjian, Luo, Lingyun
Format:	Artikel
Sprache:	eng
Schlagworte:	Drug classification Drug-miRNA association Graph autoencoder Multitask learning
Online-Zugang:	Volltext
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