Knowledge-driven drug repurposing using a comprehensive drug knowledge graph

Drug repositioning through integration of prior knowledge and projections of drugs and diseases

(2019) Ping Xuan et al.   BIOINFORMATICS

A Multi-Label Learning Framework for Drug Repurposing

(2019) Suyu Mei et al.   Pharmaceutics

The assessment of efficient representation of drug features using deep learning for drug repositioning

(2019) Mahroo Moridi et al.   BMC BIOINFORMATICS

Drug knowledge bases and their applications in biomedical informatics research

(2018) Yongjun Zhu et al.   BRIEFINGS IN BIOINFORMATICS

Drug repurposing using deep embeddings of gene expression profiles

(2018) Yoni Donner et al.   MOLECULAR PHARMACEUTICS

Knowledge Graph Embedding: A Survey of Approaches and Applications

(2017) Quan Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Drug repurposing in cancer

(2017) Linda Sleire et al.   PHARMACOLOGICAL RESEARCH

Toward a comprehensive drug ontology: extraction of drug-indication relations from diverse information sources

(2017) Mark E Sharp   Journal of Biomedical Semantics

Repurposing of approved cardiovascular drugs

(2016) Junichi Ishida et al.   Journal of Translational Medicine

Machine Learning and Network Methods for Biology and Medicine

(2015) Lei Chen et al.   Computational and Mathematical Methods in Medicine

Drug repositioning and repurposing: terminology and definitions in literature

(2015) Joris Langedijk et al.   DRUG DISCOVERY TODAY

Drug repurposing in oncology—patient and health systems opportunities

(2015) Francesco Bertolini et al.   Nature Reviews Clinical Oncology

Therapeutic target database update 2016: enriched resource for bench to clinical drug target and targeted pathway information

(2015) Hong Yang et al.   NUCLEIC ACIDS RESEARCH

The SIDER database of drugs and side effects

(2015) Michael Kuhn et al.   NUCLEIC ACIDS RESEARCH

A phenome-guided drug repositioning through a latent variable model

(2014) Halil Bisgin et al.   BMC BIOINFORMATICS

Recent Advances in Drug Repositioning for the Discovery of New Anticancer Drugs

(2014) Joong Sup Shim et al.   International Journal of Biological Sciences

Drug repositioning by applying ‘expression profiles’ generated by integrating chemical structure similarity and gene semantic similarity

(2014) Fujian Tan et al.   Molecular BioSystems

Repositioning metformin in cancer: genetics, drug targets, and new ways of delivery

(2014) Mihaela Aldea et al.   TUMOR BIOLOGY

Deciphering miRNA transcription factor feed-forward loops to identify drug repurposing candidates for cystic fibrosis

(2014) Zhichao Liu et al.   Genome Medicine

Pathway-based drug repositioning using causal inference

(2013) Jiao Li et al.   BMC BIOINFORMATICS

Computational drug repositioning through heterogeneous network clustering

(2013) Chao Wu et al.   BMC Systems Biology

DrugBank 4.0: shedding new light on drug metabolism

(2013) Vivian Law et al.   NUCLEIC ACIDS RESEARCH

Machine Learning Prediction of Cancer Cell Sensitivity to Drugs Based on Genomic and Chemical Properties

(2013) Michael P. Menden et al.   PLoS One

Challenges and opportunities of drug repositioning

(2013) Natalia Novac   TRENDS IN PHARMACOLOGICAL SCIENCES

A Drug Repositioning Approach Identifies Tricyclic Antidepressants as Inhibitors of Small Cell Lung Cancer and Other Neuroendocrine Tumors

(2013) N. S. Jahchan et al.   Cancer Discovery

Drug Repositioning: A Machine-Learning Approach through Data Integration

(2013) Francesco Napolitano et al.   Journal of Cheminformatics

Pharmacogenomics Knowledge for Personalized Medicine

(2012) M Whirl-Carrillo et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

Prediction of Drug-Target Interactions and Drug Repositioning via Network-Based Inference

(2012) Feixiong Cheng et al.   PLoS Computational Biology

Literature mining, ontologies and information visualization for drug repurposing

(2011) C. Andronis et al.   BRIEFINGS IN BIOINFORMATICS

Prognostic influence of metformin as first-line chemotherapy for advanced nonsmall cell lung cancer in patients with type 2 diabetes

(2011) Ben-Xu Tan et al.   CANCER

PREDICT: a method for inferring novel drug indications with application to personalized medicine

(2011) A. Gottlieb et al.   Molecular Systems Biology

Systematic Drug Repositioning Based on Clinical Side-Effects

(2011) Lun Yang et al.   PLoS One

Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data

(2010) Jordi Mũnoz-Marí et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING