Natural language processing to convert unstructured COVID-19 chest-CT reports into structured reports.

Salvatore Claudio Fanni,Chiara Romei,Giovanni Ferrando,Federica Volpi,Caterina Aida D'Amore, Claudio Bedini, Sandro Ubbiali, Salvatore Valentino,Emanuele Neri

European journal of radiology open（2023）

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摘要

The convolutional neural network achieved an optimal performance in the automated conversion of free-form text into structured radiological reports, overcoming all the limitation attributed to structured reporting and finally paving the way for data mining of radiological report.

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natural language processing,reports

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