We constructed network embeddings for COVID-19 by applying the node2vec model over a co-occurrence network derived from the CORD-19-on-FHIR dataset.
Additional code can be found at covid-19-network-embeddings.
Our work has been published at Journal of the American Medical Informatics Association (JAMIA) and is available at this link: https://academic.oup.com/jamia/article/doi/10.1093/jamia/ocaa117/5847598.
The network is visualized using Bokeh and is available here: https://www.davidoniani.com/covid-19-network.
covid-19-network has been developed by David Oniani and Dr. Feichen Shen.
covid-19-network has been implemented by David Oniani.