DeepIDC: A Prediction Framework of Injectable Drug Combination Based on Heterogeneous Information and Deep Learning

A network embedding framework based on integrating multiplex network for drug combination prediction

(2021) Liang Yu et al.   BRIEFINGS IN BIOINFORMATICS

A multimodal deep learning framework for predicting drug-drug interaction events

(2020) Yifan Deng et al.   BIOINFORMATICS

UniProt: the universal protein knowledgebase in 2021

(2020) et al.   NUCLEIC ACIDS RESEARCH

Network-based prediction of drug combinations

(2019) Feixiong Cheng et al.   Nature Communications

Predicting and understanding comprehensive drug-drug interactions via semi-nonnegative matrix factorization

(2018) Hui Yu et al.   BMC Systems Biology

Deep learning improves prediction of drug–drug and drug–food interactions

(2018) Jae Yong Ryu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Drug incompatibilities in intravenous therapy: evaluation and proposition of preventive tools in intensive care and hematology units

(2018) Ophélie Maison et al.   EUROPEAN JOURNAL OF CLINICAL PHARMACOLOGY

Manifold regularized matrix factorization for drug-drug interaction prediction

(2018) Wen Zhang et al.   JOURNAL OF BIOMEDICAL INFORMATICS

DrugBank 5.0: a major update to the DrugBank database for 2018

(2017) David S Wishart et al.   NUCLEIC ACIDS RESEARCH

Combination therapeutics in complex diseases

(2016) Bing He et al.   JOURNAL OF CELLULAR AND MOLECULAR MEDICINE

Label Propagation Prediction of Drug-Drug Interactions Based on Clinical Side Effects

(2015) Ping Zhang et al.   Scientific Reports

Machine learning-based prediction of drug–drug interactions by integrating drug phenotypic, therapeutic, chemical, and genomic properties

(2014) Feixiong Cheng et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Genetics of rheumatoid arthritis contributes to biology and drug discovery

(2013) Yukinori Okada et al.   NATURE

INDI: a computational framework for inferring drug interactions and their associated recommendations

(2012) Assaf Gottlieb et al.   Molecular Systems Biology

Architecture of the human regulatory network derived from ENCODE data

(2012) Mark B. Gerstein et al.   NATURE

Systems-pharmacology dissection of a drug synergy in imatinib-resistant CML

(2012) Georg E Winter et al.   Nature Chemical Biology

Systematic exploration of synergistic drug pairs

(2011) M. Cokol et al.   Molecular Systems Biology

Extended-Connectivity Fingerprints

(2010) David Rogers et al.   Journal of Chemical Information and Modeling

Drug incompatibility chemistry

(2009) D. W. Newton   AMERICAN JOURNAL OF HEALTH-SYSTEM PHARMACY

Mechanisms of drug combinations: interaction and network perspectives

(2009) Jia Jia et al.   NATURE REVIEWS DRUG DISCOVERY