Validation of deep learning natural language processing algorithm for keyword extraction from pathology reports in electronic health records Scientific Reports

We acquired the consecutive 39,129 pathology reports from 1 January to 31 December 2018. Among them, 3115 pathology reports were used to build the annotated data to develop the keyword extraction algorithm for pathology reports. The other 36,014 pathology reports were used to analyse the similarity of the extracted keywords with standard medical vocabulary, namely … Read more