3 papers
cs.CL2026
An ambiguity taxonomy for evaluating large language model performance on clinical registry abstraction: a multi-site prospective study
James Matheson, Betsy Castillo, Andrew Y. Shin +1
Objective: To evaluate large language model (LLM) performance on unprocessed electronic medical record (EMR) data for clinical registry abstraction. Methods: We evaluated LLM perfo…
eess.SY2025
Optimal Control for Remote Patient Monitoring with Multidimensional Health States
Siddharth Chandak, Isha Thapa, Nicholas Bambos +1
Selecting the right monitoring level in Remote Patient Monitoring (RPM) systems for e-healthcare is crucial for balancing patient outcomes, various resources, and patient's quality…
eess.SY2024
Tiered Service Architecture for Remote Patient Monitoring
Siddharth Chandak, Isha Thapa, Nicholas Bambos +1
We develop a remote patient monitoring (RPM) service architecture, which has two tiers of monitoring: ordinary and intensive. The patient's health state improves or worsens in each…