Classification of Patients' Judgments of Their Physicians in Web-Based Written Reviews Using Natural Language Processing: Algorithm Development and Validation

• Autores principales: Farrah Madanay (Autor), Karissa Tu (Autor), Ada Campagna (Autor), J Kelly Davis (Autor), Steven S Doerstling (Autor), Felicia Chen (Autor), Peter A Ubel (Autor)
• Formato: Libro
• Publicado: JMIR Publications, 2024-08-01T00:00:00Z.
• Materias: article
• Acceso en línea: Connect to this object online.

BackgroundPatients 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. Methods previously used to id...