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

• Egile Nagusiak: Farrah Madanay (Egilea), Karissa Tu (Egilea), Ada Campagna (Egilea), J Kelly Davis (Egilea), Steven S Doerstling (Egilea), Felicia Chen (Egilea), Peter A Ubel (Egilea)
• Formatua: Liburua
• Argitaratua: JMIR Publications, 2024-08-01T00:00:00Z.
• Gaiak: article
• Sarrera elektronikoa: 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...