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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Jiang, Min, Chen, Yukun, Liu, Mei, Rosenbloom, S Trent, Mani, Subramani, Denny, Joshua C, Xu, Hua
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BMJ Group 2011
Pynciau:
Research and Applications
Mynediad Ar-lein: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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