  Epistemic AI accelerates biomedical discovery by finding hidden connections
in the network of biomedical knowledge. The Epistemic AI web-based software
platform embodies the concept of knowledge mapping, an interactive process that
relies on a knowledge graph in combination with natural language processing
(NLP), information retrieval, relevance feedback, and network analysis.
Knowledge mapping reduces information overload, prevents costly mistakes, and
minimizes missed opportunities in the research process. The platform combines
state-of-the-art methods for information extraction with machine learning,
artificial intelligence and network analysis. Starting from a single biological
entity, such as a gene or disease, users may: a) construct a map of connections
to that entity, b) map an entire domain of interest, and c) gain insight into
large biological networks of knowledge. Knowledge maps provide clarity and
organization, simplifying the day-to-day research processes.
