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Characterization of Change and Significance for Clinical Findings in Radiology Reports Through Natural Language Processing

We built a natural language processing (NLP) method to automatically extract clinical findings in radiology reports and characterize their level of change and significance according to a radiology-specific information model. We utilized a combination of machine learning and rule-based approaches for...

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Detalhes bibliográficos
Publicado no:J Digit Imaging
Main Authors: Hassanpour, Saeed, Bay, Graham, Langlotz, Curtis P.
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5422225/
https://ncbi.nlm.nih.gov/pubmed/28050714
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-016-9931-8
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