A study of machine-learning-based approaches to extract clinical entities and their assertions from discharge summaries

OBJECTIVE: The authors' goal was to develop and evaluate machine-learning-based approaches to extracting clinical entities—including medical problems, tests, and treatments, as well as their asserted status—from hospital discharge summaries written using natural language. This project was part...

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Autori principali: Jiang, Min, Chen, Yukun, Liu, Mei, Rosenbloom, S Trent, Mani, Subramani, Denny, Joshua C, Xu, Hua
Natura: Artigo
Lingua:Inglês
Pubblicazione: BMJ Group 2011
Soggetti:
Research and Applications
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC3168315/
https://ncbi.nlm.nih.gov/pubmed/21508414
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/amiajnl-2011-000163
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