An end-to-end hybrid algorithm for automated medication discrepancy detection

BACKGROUND: In this study we implemented and developed state-of-the-art machine learning (ML) and natural language processing (NLP) technologies and built a computerized algorithm for medication reconciliation. Our specific aims are: (1) to develop a computerized algorithm for medication discrepancy...

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Vydáno v:BMC Med Inform Decis Mak
Hlavní autoři: Li, Qi, Spooner, Stephen Andrew, Kaiser, Megan, Lingren, Nataline, Robbins, Jessica, Lingren, Todd, Tang, Huaxiu, Solti, Imre, Ni, Yizhao
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2015
Témata:
Research Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4427951/
https://ncbi.nlm.nih.gov/pubmed/25943550
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-015-0160-8
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