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Statistical inference for natural language processing algorithms when predicting type 2 diabetes using electronic health record notes

The Pointwise Mutual Information statistic (PMI), which measures how often two words occur together in a document corpus, is a cornerstone of recently proposed popular natural language processing algorithms such as word2vec. PMI and word2vec reveal semantic relationships between words and can be hel...

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Podrobná bibliografie
Vydáno v:Biometrics
Hlavní autoři: Egleston, Brian L., Bai, Tian, Bleicher, Richard J., Taylor, Stanford J., Lutz, Michael H., Vucetic, Slobodan
Médium: Artigo
Jazyk:Inglês
Vydáno: 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7854976/
https://ncbi.nlm.nih.gov/pubmed/32700317
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.13338
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