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Chapter and Conference Paper
Protein-Protein Interaction Prediction by Integrating Sequence Information and Heterogeneous Network Representation
Protein-protein interaction (PPI) plays an important role in regulating cells and signals. PPI deregulation will lead to many diseases, including pernicious anemia or cancer. Despite the ongoing efforts of the...
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Chapter and Conference Paper
Detection of Drug-Drug Interactions Through Knowledge Graph Integrating Multi-attention with Capsule Network
Drug-drug interaction (DDI) prediction is a challenging problem in drug development and disease treatment. Current computational studies mainly solve this problem by designing features and extracting features ...
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Chapter and Conference Paper
Predicting miRNA-Disease Associations via a New MeSH Headings Representation of Diseases and eXtreme Gradient Boosting
Taking into account the intrinsic high cost and time-consuming in traditional Vitro studies, a computational approach that can enable researchers to easily predict the potential miRNA-disease associations is i...