Automatic extraction of imaging observation and assessment categories from breast magnetic resonance imaging reports with natural language processing

Abstract. Background:. Structured reports are not widely used and thus most reports exist in the form of free text. The process of data extraction by experts is time-consuming and error-prone, whereas data extraction by natural language processing (NLP) is a potential solution that could improve dia...

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Bibliographic Details
Main Authors: Yi Liu, Li-Na Zhu, Qing Liu, Chao Han, Xiao-Dong Zhang, Xiao-Ying Wang, Peng Lyu
Format: Article
Language:English
Published: Wolters Kluwer 2019-07-01
Series:Chinese Medical Journal
Online Access:http://journals.lww.com/10.1097/CM9.0000000000000301