Snomed2Vec: Random Walk and Poincaré Embeddings of a Clinical Knowledge Base for Healthcare Analytics.
Khushbu AgarwalTome EftimovRaghavendra AddankiSutanay ChoudhurySuzanne TamangRobert RalloPublished in: CoRR (2019)
Keyphrases
- random walk
- knowledge base
- big data analytics
- clinical trials
- big data
- patient care
- health information systems
- home care
- markov chain
- health care
- directed graph
- euclidean space
- data mining
- finite dimensional
- patient data
- social media
- stationary distribution
- vector space
- medical data
- manifold learning
- transition probability matrix
- transition probabilities
- clinical data
- flow graph
- multi db
- pagerank algorithm
- wordnet
- tag ranking
- dimensionality reduction