This dataset contains Unified Medical Langauge System (UMLS) concept embeddings from Andrew Beam's cui2vec R package. There are 500 embeddings included for each concept.
A data frame with 109053 rows and 501 variables:
A Unified Medical Language System (UMLS) Concept Unique Identifier (CUI)
Concept embedding vector #1
Concept embedding vector #2
and so on...
Concept embedding vector #500
This dataset is not viewable until it has been downloaded, which will occur
the very first time you run
clinspacy_init() after installing this
Beam, A.L., Kompa, B., Schmaltz, A., Fried, I., Griffin, W, Palmer, N.P., Shi, X., Cai, T., and Kohane, I.S.,, 2019. Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data. arXiv preprint arXiv:1804.01486.
This data is made available under a CC BY 4.0 license. The only change made to the original dataset is the renaming of columns.
Returns the cui2vec UMLS embeddings as a data frame.
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