7 citations · 7 across the 3 of their papers we have counts for
5 papers
Safe Learning of Adaptive Control Policies for Remote Patient Monitoring
Ramanan Tamizholi, Siddharth Chandak, Isha Thapa +2
Remote Patient Monitoring (RPM) enables continuous observation of patients in their daily environments, improving both health outcomes and quality of life. A key challenge in RPM i…
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…
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…
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…
Predicting Pediatric Surgical Durations
Neal Master, David Scheinker, Nicholas Bambos
Effective management of operating room resources relies on accurate predictions of surgical case durations. This prediction problem is known to be particularly difficult in pediatr…