Classification of Patients’ Judgments of Their Physicians in Web-Based Written Reviews Using Natural Language Processing
Patients increasingly rely on web-based physician reviews to choose a physician and share their experiences. However, the unstructured text of these written reviews presents a challenge for researchers seeking to make inferences about patients’ judgments. This study aims to train, test, and validate an advanced natural language processing algorithm for classifying the presence and valence of…