STRUCTURED REPORT DATA FROM A MEDICAL TEXT REPORT

摘要

Structured report data is generated from a medical text report. A medical text report including one or more natural language statements is acquired. A computer implemented text analysis process analyses the medical text report to determine, for each natural language statement, one or more labels for the natural language statement. Structured report data including the determined one or more labels each in association with natural language data from the natural language statement to which the label corresponds is generated. The computer implemented text analysis process includes, for each natural language statement: determining, for each of the one or more words of the natural language statement, and, using word embeddings, a vector representing the word; and determining, based on the determined one or more vectors, and using a text classification model, the one or more labels associated with the natural language statement.