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Meetings Archive For SHM Converge 2025..

Abstract Number: 0268
VALIDATION OF THE MAYO DELIRIUM PREDICTION TOOL IN INDIVIDUALS WITH CANCER
SHM Converge 2025
Background: Delirium, an acute neuropsychiatric syndrome marked by fluctuating disturbances in attention, cognition, and consciousness, is prevalent among older hospitalized cancer patients. The Mayo Delirium Prediction (MDP) tool, designed to predict delirium risk in older adults using electronic health record (EHR) data, may help identify individuals at increased risk, thus offering valuable insights for targeted [...]
Abstract Number: 0269
EVALUATING THE AVAILABILITY AND ACCURACY OF REAL-TIME PRESCRIPTION BENEFIT TOOLS
SHM Converge 2025
Background: Real-Time Prescription Benefit (RTPB) tools remain underutilized by hospitalists, partly due to concerns surrounding the tools’ availability and accuracy of the co-payment estimates provided. The RTPB tool’s functionality is contingent on the patient’s pharmacy benefit manager (PBM) identification and selection in the electronic health record (EHR). This study aims to investigate the availability of [...]
Abstract Number: 0270
ACCURACY OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING IN CARDIOVASCULAR DISEASES: A SYSTEMATIC REVIEW
SHM Converge 2025
Background: According to the Global Burden of Disease (GBD) study, 523 million (95% UI: 497 to 550 million) people worldwide had cardiovascular diseases (CVDs) in 2019, resulting in a significant increase in DALYs and years of life lost, mostly due to ischemic heart disease. There are various accurate and economical gold standard tests to identify [...]
Abstract Number: 0271
DETERMINING THE EFFECTIVENESS OF MACHINE LEARNING MODELS FOR PREDICTING HOSPITAL LENGTH OF STAY: A SYSTEMATIC REVIEW
SHM Converge 2025
Background: The application of machine learning (ML) to predict hospital length of stay (LoS) displays promise for advancements in healthcare management and patient care. LoS is frequently seen as a metric that can help determine the severity of sickness, cost of care, and resource use. Furthermore, individualized discharge planning has been linked to quantifiable outcomes [...]
Abstract Number: 0272
GENDER DIFFERENCES IN SECURE CHAT MESSAGING PATTERNS: A COMPARATIVE ANALYSIS
SHM Converge 2025
Background: Evidence suggests female physicians experience higher rates of burnout compared to male counterparts1,2. The Electronic Health Record (EHR) is a recognized source of physician burnout (4,5,6). Therefore, efforts to understand gender disparities in EHR use may offer insights into burnout disparities at large. Studies in outpatient settings have found female physicians spend more time [...]
Abstract Number: 0273
ASSESSMENT OF LEFT ATRIAL ENLARGEMENT IN THE PARASTERNAL LONG AXIS BY NON-CARDIOLOGIST POINT-OF-CARE ULTRASOUND USERS: A COMPARISON TO THE GOLD STANDARD
SHM Converge 2025
Background: Left atrial enlargement (LAE) is a common disorder that is associated with cardiovascular morbidity and mortality. Cardiac point-of-care ultrasound (POCUS) is frequently used to assess for LAE. However, prior studies reported only modest test characteristics with sensitivity, specificity, and 60-75% accuracy using outdated gold standard reference ranges. This study was designed to determine the [...]
Abstract Number: 0275
EVERYTHING, EVERYWHERE AND ALL AT ONCE: EXPLORING HOSPITALISTS’ EXPERIENCES USING ARTIFICAL INTELLIGENCE TOOLS FOR WORK
SHM Converge 2025
Background: Healthcare systems in the United States are navigating a complex landscape of financial strain, high clinician burnout, and workforce instability. The emergence of artificial intelligence (AI) tools in the clinical space offers the potential to improve clinical care and productivity but faces challenges like cost, clinician acceptance, and bias. Use of AI tools in [...]
Abstract Number: 0276
PATIENT PERSPECTIVES ON HOSPITALIST USE OF POINT-OF-CARE ULTRASOUND
SHM Converge 2025
Background: The use of point-of-care ultrasound (POCUS) by hospitalists is rapidly evolving and is variable between hospital medicine groups and individuals. Although POCUS has been shown to increase patient satisfaction in the emergency department and primary care settings, little is known about hospitalized patients’ perspectives on POCUS in their care. POCUS allows patients the opportunity [...]
Abstract Number: 0277
USE CASES FOR POINT-OF-CARE ULTRASOUND WITHIN HOSPITAL MEDICINE: A SCOPING REVIEW
SHM Converge 2025
Background: Point-of-care ultrasound (POCUS) has become an invaluable tool for quickly diagnosing numerous diseases and procedural guidance. Implementation of POCUS in emergency departments has resulted in reduced length of stay, mortality, and costs. Many applications of POCUS may apply to hospital medicine, yet how well data from other settings applies to inpatient medicine remains unclear. [...]
Abstract Number: 0278
PROGNOSTIC ABILITY OF CELLULAR HOST RESPONSE TEST IN DIAGNOSIS AND RISK STRATIFICATION OF PATIENTS WITH SUSPECTED INFECTION IN NEED OF ICU-LEVEL CARE
SHM Converge 2025
Background: Sepsis, a dysregulated host immune response to infection leading to life-threatening organ dysfunction[1], is a common, fast-moving condition, and the leading cause of in-hospital death. Most cases develop in the community and present to Emergency Departments (ED)[2], where urgent action is required to prevent resultant morbidity and mortality[3]. However, the presentation of sepsis is [...]