A literature review of gene function prediction by modeling gene ontology
Annotating the functional properties of gene products, ie, RNAs and proteins, is a
fundamental task in biology. The Gene Ontology database (GO) was developed to …
fundamental task in biology. The Gene Ontology database (GO) was developed to …
Combination therapeutics in complex diseases
B He, C Lu, G Zheng, X He, M Wang… - Journal of cellular …, 2016 - Wiley Online Library
The biological redundancies in molecular networks of complex diseases limit the efficacy of
many single drug therapies. Combination therapeutics, as a common therapeutic method …
many single drug therapies. Combination therapeutics, as a common therapeutic method …
A standard database for drug repositioning
Drug repositioning, the process of discovering, validating, and marketing previously
approved drugs for new indications, is of growing interest to academia and industry due to …
approved drugs for new indications, is of growing interest to academia and industry due to …
The research on gene-disease association based on text-mining of PubMed
J Zhou, B Fu - BMC bioinformatics, 2018 - Springer
Background The associations between genes and diseases are of critical significance in
aspects of prevention, diagnosis and treatment. Although gene-disease relationships have …
aspects of prevention, diagnosis and treatment. Although gene-disease relationships have …
A review of validation strategies for computational drug repositioning
Repositioning of previously approved drugs is a promising methodology because it reduces
the cost and duration of the drug development pipeline and reduces the likelihood of …
the cost and duration of the drug development pipeline and reduces the likelihood of …
[HTML][HTML] Explainable artificial intelligence in high-throughput drug repositioning for subgroup stratifications with interventionable potential
Enabling precision medicine requires develo** robust patient stratification methods as
well as drugs tailored to homogeneous subgroups of patients from a heterogeneous …
well as drugs tailored to homogeneous subgroups of patients from a heterogeneous …
MeSHDD: literature-based drug-drug similarity for drug repositioning
Objective: Drug repositioning is a promising methodology for reducing the cost and duration
of the drug discovery pipeline. We sought to develop a computational repositioning method …
of the drug discovery pipeline. We sought to develop a computational repositioning method …
PrGeFNE: predicting disease-related genes by fast network embedding
Identifying disease-related genes is of importance for understanding of molecule
mechanisms of diseases, as well as diagnosis and treatment of diseases. Many …
mechanisms of diseases, as well as diagnosis and treatment of diseases. Many …
[HTML][HTML] Gene function prediction based on gene ontology hierarchy preserving hashing
Gene Ontology (GO) uses structured vocabularies (or terms) to describe the molecular
functions, biological roles, and cellular locations of gene products in a hierarchical ontology …
functions, biological roles, and cellular locations of gene products in a hierarchical ontology …
Annotation and detection of drug effects in text for pharmacovigilance
P Thompson, S Daikou, K Ueno… - Journal of …, 2018 - Springer
Pharmacovigilance (PV) databases record the benefits and risks of different drugs, as a
means to ensure their safe and effective use. Creating and maintaining such resources can …
means to ensure their safe and effective use. Creating and maintaining such resources can …