Systems and Methods for Extracting Form Information Using Enhanced Natural Language Processing

摘要

At least some aspects of the present disclosure direct to systems and methods of extracting medical entry information from medical documentation. A method comprises the steps of: identifying patient information needed for a predefined medical entry; finding the patient information in documents associated with the patient, wherein finding the patient information includes annotating the documents with a natural language processor to detect phrases and words corresponding to the patient information in the patient documents and analyzing the documents with a machine learning processor trained using the annotated documents to detect the patient information in the patient documents; and exporting the patient information found as medical entry fields.