Integration of Human Protein Sequence and Protein-Protein Interaction Data by Graph Autoencoder to Identify Novel Protein-Abnormal Phenotype Associations

Understanding gene functions and their associated abnormal phenotypes is crucial in the prevention, diagnosis and treatment against diseases. The Human Phenotype Ontology (HPO) is a standardized vocabulary for describing the phenotype abnormalities associated with human diseases. However, the curren...

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Bibliografske podrobnosti

Principais autores:	Yuan Liu, Ruirui He, Yingjie Qu, Yuan Zhu, Dianke Li, Xinping Ling, Simin Xia, Zhenqiu Li, Dong Li
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2022-08-01
Serija:	Cells
Teme:	deep learning graph autoencoder protein-phenotype associations prediction
Online dostop:	https://www.mdpi.com/2073-4409/11/16/2485
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