Vocabulary Domain Prediction for Pathological Report Analysis Using ICD-O3
Sunho Choi, In-Soo Kim, Yoojoong Kim, Junhee Seok · 2019
Pathology is a basic medical field of diagnosing diseases and describing their conditions that are presented in a medical report form. It is important to understand the medical domain from various medical terms in the reports, such as observation parts, disease conditions and names, and measuring units. In this paper, we apply various machine learning algorithms to predict the domain of untrained terms used in real pathological reports. Here, we focus on the oncology section with ICD-O3. The analysis result shows the possibility and potential usefulness of the domain prediction using medical terms.