Toward alert triage: scalable qualitative coding framework for analyzing alert notes from the Telehealth Intervention Program for Seniors (TIPS).
Combined with mobile monitoring devices, telehealth generates overwhelming data, which could cause clinician burnout and overlooking critical patient status. Developing novel and efficient ways to correctly triage such data will be critical to a successful telehealth adoption. We aim to develop an automated classification framework of existing nurses' notes for each alert that will serve as a training dataset for a future alert triage system for telehealth programs.
Author(s): Nguyen, Phuong, Schiaffino, Melody K, Zhang, Zhan, Choi, Hyung Wook, Huh-Yoo, Jina
DOI: 10.1093/jamiaopen/ooad061