HPOAnnotator: improving large-scale prediction of HPO annotations by low-rank approximation with HPO semantic similarities and multiple PPI networks
Abstract Background As a standardized vocabulary of phenotypic abnormalities associated with human diseases, the Human Phenotype Ontology (HPO) has been widely used by researchers to annotate phenotypes of genes/proteins. For saving the cost and time spent on experiments, many computational approach...
Main Authors: | Junning Gao, Lizhi Liu, Shuwei Yao, Xiaodi Huang, Hiroshi Mamitsuka, Shanfeng Zhu |
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Format: | Article |
Language: | English |
Published: |
BMC
2019-12-01
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Series: | BMC Medical Genomics |
Subjects: | |
Online Access: | https://doi.org/10.1186/s12920-019-0625-1 |
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