NGCN: Drug‐target interaction prediction by integrating information and feature learning from hetero...
NGCN: Drug‐target interaction prediction by integrating information and feature learning from heterogeneous network
About this item
Full title
Author / Creator
Cao, Junyue , Chen, Qingfeng , Qiu, Junlai , Wang, Yiming , Lan, Wei , Du, Xiaojing and Tan, Kai
Publisher
England: John Wiley & Sons, Inc
Journal title
Language
English
Formats
Publication information
Publisher
England: John Wiley & Sons, Inc
Subjects
More information
Scope and Contents
Contents
Drug‐target interaction (DTI) prediction is essential for new drug design and development. Constructing heterogeneous network based on diverse information about drugs, proteins and diseases provides new opportunities for DTI prediction. However, the inherent complexity, high dimensionality and noise of such a network prevent us from taking full adv...
Alternative Titles
Full title
NGCN: Drug‐target interaction prediction by integrating information and feature learning from heterogeneous network
Authors, Artists and Contributors
Author / Creator
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10955156
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10955156
Other Identifiers
ISSN
1582-1838,1582-4934
E-ISSN
1582-4934
DOI
10.1111/jcmm.18224
