2 papers
cs.AI2026
From Days to Minutes: An Autonomous AI Agent Achieves Reliable Clinical Triage in Remote Patient Monitoring
Seunghwan Kim, Tiffany H. Kung, Heena Verma +8
Background: Remote patient monitoring (RPM) generates vast data, yet landmark trials (Tele-HF, BEAT-HF) failed because data volume overwhelmed clinical staff. While TIM-HF2 showed…
cs.CL2023
Autoregressive Language Models For Estimating the Entropy of Epic EHR Audit Logs
Benjamin C. Warner, Thomas Kannampallil, Seunghwan Kim
EHR audit logs are a highly granular stream of events that capture clinician activities, and is a significant area of interest for research in characterizing clinician workflow on…