Development and multicenter validation of chest X-ray radiography interpretations based on natural language processing

Abstract

Zhang et al. develop a natural language processing approach, based on the BERT model, to extract linguistic information from chest X-ray radiography reports. The authors establish a 25-label classification system for abnormal findings described in the reports and validate their model using data from multiple sites.