Session Type
Meeting
Search Results for Predictive Modeling
Oral Presentations
Hospital Medicine 2019, March 24-27, National Harbor, Md.
Background: Clinically stable inpatients may receive potentially unnecessary care, such as overnight vital sign assessment. Nighttime vital signs can disrupt sleep and adversely affect patient satisfaction and contribute to delirium. However, it may be difficult for individual clinicians to determine which patients could safely forego overnight vital signs. Purpose: We developed a predictive algorithm designed […]
Oral Presentations
Hospital Medicine 2019, March 24-27, National Harbor, Md.
Background: Clinically stable inpatients may receive potentially unnecessary care, such as overnight vital sign assessment. Nighttime vital signs can disrupt sleep and adversely affect patient satisfaction and contribute to delirium. However, it may be difficult for individual clinicians to determine which patients could safely forego overnight vital signs. Purpose: We developed a predictive algorithm designed […]
Abstract Number: 138
Hospital Medicine 2018; April 8-11; Orlando, Fla.
Background: Chronic Obstructive Pulmonary Disease (COPD) is a lung disease characterized by chronic, irreversible airway obstruction that can precipitate into acute exacerbations (AECOPD) of cough, dyspnea and sputum production, often requiring hospitalization. Hospital systems aiming to improve outcomes for patients with AECOPD are testing innovative approaches to care in the acute care setting. To enroll […]
Abstract Number: 393
Hospital Medicine 2019, March 24-27, National Harbor, Md.
Background: Sepsis is one of the top causes of inpatient mortality and rapid detection presents numerous challenges. In March, 2016, an interdisciplinary team consisting of top clinicians, data scientists and machine learning experts at a large academic medical center (AMC) embarked on an innovation pilot to develop a novel machine learning model to detect sepsis. […]
Abstract Number: 398
Hospital Medicine 2020, Virtual Competition
Background: The United States government has made decreasing 30-day unplanned readmissions a national priority, as early hospital readmissions are a common and costly occurrence. Establishment of the Hospital Readmission Reduction Program (HRRP) in 2012 led to financial penalties to hospitals with high 30-day readmission rates. As such, decreasing 30-day unplanned readmissions has become a key […]