Automatic Inference of BI-RADS Final Assessment Categories from Narrative Mammography Report Findings

We propose an efficient natural language processing approach for inferring the BI-RADS final assessment categories by analyzing only the mammogram findings reported by the mammographer in narrative form. The proposed hybrid method integrates semantic term embedding with distributional semantics, pro...

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Vydáno v:J Biomed Inform
Hlavní autoři: Banerjeea, Imon, Bozkurt, Selen, Alkim, Emel, Sagreiya, Hersh, Kurian, Allison W., Rubin, Daniel L.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2019
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6462247/
https://ncbi.nlm.nih.gov/pubmed/30807833
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2019.103137
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