Identifying Medication-Related Intents From a Bidirectional Text Messaging Platform for Hypertension Management Using an Unsupervised Learning Approach: Retrospective Observational Pilot Study

• Main Authors: Anahita Davoudi (Author), Natalie S Lee (Author), ThaiBinh Luong (Author), Timothy Delaney (Author), Elizabeth Asch (Author), Krisda Chaiyachati (Author), Danielle Mowery (Author)
• Format: Book
• Published: JMIR Publications, 2022-06-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundFree-text communication between patients and providers plays an increasing role in chronic disease management, through platforms varying from traditional health care portals to novel mobile messaging apps. These text data are rich resources for clinical purposes, but their sheer volume ren...