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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,878 papers · 148 categories

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0111 · Jul 201919922001200920172026
1 result for “Somed2Vec”
Snomed2Vec: Random Walk and Poincaré Embeddings of a Clinical Knowledge Base for Healthcare Analyticscs.LG

Somed2Vec learns medical concept embeddings from SNOMED-CT, improving healthcare analytics.

problem Lack of effective vector representations for medical concepts in healthcare analytics.
method Graph-based representation learning using random walks and Poincaré embeddings on SNOMED-CT.
result Concept embeddings from SNOMED-CT significantly outperform state-of-the-art embeddings.
Somed2VecSNOMED-CTrepresentation learningvector embeddingshealthcare analytics
2019-07-19abs ↗pdf ↗