Artificial Intelligence
Cluster analysis driven by unsupervised latent feature learning of medications to identify novel pharmacophenotypes of critically ill patients.
An AI-Directed CDS Tool to Reduce Iron Deficiency Anemia in Pregnancy: A Randomized Controlled Trial (AID-IDA Trial)
This study will develop and establish the efficacy of an actionable predictive model to identify pregnant individuals at high risk for postpartum hemorrhage which can be used in combination with a clinical decision support tool to reduce the risk of hemorrhage-related morbidity and improve maternal health outcomes.
Using Large Language Models to Identify Social Determinants of Health to Enhance Healthcare Services and Equity
This research explores using natural language processing and generative AI to capture and structure social determinants of health from patient narratives, aiming to improve data completeness and quality, enhance clinical decision support, and reduce the manual burden on clinical staff in routine care.
Using discrete event simulation to design and assess an AI-aided workflow for same-day diagnostic testing of women undergoing breast screening.
LabGenie: A Patient-Engagement Tool to Aid Older Adults' Understanding of Lab Test Results
The study will create, implement, and test a patient-centric web app to support older adults with chronic conditions in comprehending, managing, and acting upon their lab test results.
An Electronic Health Record-Based Screening Tool to Support Safe Discharges of COVID-19 Patients in the Emergency Department – Final Report
Trust criteria for artificial intelligence in health: Normative and epistemic considerations.
Using artificial intelligence to promote equitable care for inpatients with language barriers and complex medical needs: clinical stakeholder perspectives.
Development of SMART on FHIR Interoperable Clinical Decision Support for Emergency Department Patients with Pneumonia and Pilot Deployment into Novel Epic Electronic Health Record Environments
This research will develop a SMART on FHIR version of an existing pneumonia clinical decision support tool and evaluate it in a new setting with a different electronic health record.