A Knowledge Graph of Combined Drug Therapies Using Semantic Predications From Biomedical Literature: Algorithm Development.

Published in: JMIR medical informatics (2020)

Semantic predications from conclusive claims in the biomedical literature can be used to support automated knowledge discovery and knowledge graph construction for combination therapies. A machine learning approach is warranted to take full advantage of the identified markers and other contextual features.

Keyphrases

machine learning
healthcare
systematic review
deep learning
high throughput
artificial intelligence
neural network
small molecule
big data
health insurance
single cell
drug induced