HEALTHCARE MANAGEMENT SYSTEM

Abstract

A computer system for structured analysis of medical reports includes one or more processors and computer-readable media storing instructions that configure the system to process user-supplied text and medical report data. Written text, including linguistic variants and descriptive phrases associated with injury categories, is received and vectorized into a first embedding vector. The text and embedding vector are stored in a hybrid database comprising predefined labels corresponding to injury categories and severity codes, free-form text fields storing linguistic variants and descriptive phrases, and stored vector embeddings generated for the free-form text fields. A medical report is received via an artificial intelligence engine trained to extract a description of a patient injury, and the description is vectorized into a second embedding vector. The second embedding vector is compared against the stored vector embeddings within the hybrid database, one or more injury categories are selected based on the comparison, and a structured result including at least a predefined label is output.

CPC Classifications