Semi-automatic classification of clinical diagnoses with hybrid approach

Abstract

The authors present a hybrid approach to assist the laborious work of coding of medical reports. The system consists of four components: an n-gram based module, a modified vector-space module, a neural module, and an XML representation of the ICD coding system. It supports the coding of clinical diagnoses to ICD.