4 papers
Assessment of Non-Institutional AI Tool Usage Among Clinicians
Sarah Pungitore, Jarrod Mosier
Generative artificial intelligence (AI) tools are increasingly accessible and have the potential to improve efficiency across clinical workflows. However, clinicians may also use n…
DINIRS: Digital Twin for Individualized Treatment Effects of Non-Invasive Respiratory Support Strategies
Md Fantacher Islam, Jarrod Mosier, Vignesh Subbian
Objective: Choosing between noninvasive respiratory support (NIRS) and invasive mechanical ventilation (IMV) for patients with acute respiratory failure is a complex, time-sensitiv…
Development and Evaluation of an Ontology for Non-Invasive Respiratory Support in Acute Care
Md Fantacher Islam, Jarrod Mosier, Vignesh Subbian
Managing patients with respiratory failure increasingly involves noninvasive respiratory support (NIRS) strategies to support respiration, often preventing the need for invasive me…
SHREC: A Framework for Advancing Next-Generation Computational Phenotyping with Large Language Models
Sarah Pungitore, Shashank Yadav, Molly Douglas +2
Computational phenotyping is a central informatics activity with resulting cohorts supporting a wide variety of applications. However, it is time-intensive because of manual data r…