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Ensemble-based Methods to Improve De-identification of Electronic Health Record Narratives

Text de-identification is an application of clinical natural language processing that offers significant efficiency and scalability advantages. Hence, various learning algorithms have been applied to this task to yield better performance. Instead of choosing the best individual learning algorithm, w...

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Pubblicato in:AMIA Annu Symp Proc
Autori principali: Kim, Youngjun, Heider, Paul, Meystre, Stéphane
Natura: Artigo
Lingua:Inglês
Pubblicazione: American Medical Informatics Association 2018
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6371277/
https://ncbi.nlm.nih.gov/pubmed/30815108
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