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Artificial intelligence (AI) scribes use advanced speech recognition and natural language processing to automate clinical documentation and ease administrative burden. However, little is known about the impact of AI scribes on clinicians, patients and organizations.

To examine the discrimination, calibration, and algorithmic fairness of the Epic End of Life Care Index (EOL-CI).

Clinical staff often help clinicians review and respond to messages from patients. This study aimed to characterize primary care staff members' experiences with inbox work.

Approximately 10% of patients have a documented penicillin "allergy"; however, up to 95% have subsequent negative testing. These patients may receive suboptimal antibiotics, leading to longer hospitalizations and higher costs, rates of resistant and nosocomial infections, and all-cause mortality. To mitigate these risks in children, we implemented an inpatient penicillin allergy delabeling protocol and integrated into the electronic health record (EHR) through a mixed methods approach of clinical decision support [...]

Electronic health record (EHR) usage measures may quantify physician activity at scale and predict practice settings with high risk for physician burnout, but their relation to experiences are poorly understood.

Primary graft dysfunction (PGD) is an essential outcome after the heart transplant, which causes severe complications and symptoms for recipients. The in advance prediction of PGD can help the transplant physician better manage the risks of PGD occurrence for patients. Domain experts have identified some important risk factors leading to PGD. However, a widely accepted PGD prediction method is lacking from a computational perspective. In this work, we focus on [...]

The patient-facing ASTHMAXcel mobile platform has been linked to improved asthma knowledge, decreased asthma-related healthcare utilization (emergency department (ED) visits, hospitalizations), and reduced prednisone use among adult and pediatric patient populations.

Background While Electronic Health Record (EHR)-based tools for refugee health screening exist, supports for other immigrant children has lagged. Reasons include lack of time, difficulty determining screening eligibility, and lack of awareness of screening recommendations. EHR-based tools to promote immigrant child health screening (ICHS) can address these challenges, but guidance is needed for tools that are usable by clinicians and acceptable to immigrant families. Objectives Develop useful EHR-based tools to [...]

Cancer staging is integral to ensuring cancer patients receive appropriate risk adapted therapy. Discrete cancer staging using a structured staging form helps ensure accurate staging, provides a single source of truth for staging information and allows for reporting to regulatory authorities. Our institution created pediatric oncology specific discrete staging forms that have been shared with the broader Epic community. By November 2023, baseline utilization of the staging form for patients [...]

Retinopathy of prematurity (ROP) is the leading cause of preventable childhood blindness. Guidelines recommend screening for infants with gestational age at birth < 31 weeks or birthweight ≤ 1500g. However, ensuring timely screening during readmissions after birth is challenging.