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Search Results for big data
Oral Presentations
SPATIAL AND TEMPORAL MAPPING OF C. DIFFICILE: AN EXPLORATORY BIG DATA ANALYSIS
Hospital Medicine 2017, May 1-4, 2017; Las Vegas, Nev.
Background: Hospital-acquired C. difficile colitis is associated with increased length of stay (LOS) and significant morbidity and mortality. During hospitalization, patients visit many procedural, diagnostic, and treatment areas throughout the hospital, presenting opportunities for spore contamination of surfaces and nosocomial disease transmission. We developed a novel methodology using electronic health record (EHR) data to map [...]
Oral Presentations
SPATIAL AND TEMPORAL MAPPING OF C. DIFFICILE: AN EXPLORATORY BIG DATA ANALYSIS
Hospital Medicine 2017, May 1-4, 2017; Las Vegas, Nev.
Background: Hospital-acquired C. difficile colitis is associated with increased length of stay (LOS) and significant morbidity and mortality. During hospitalization, patients visit many procedural, diagnostic, and treatment areas throughout the hospital, presenting opportunities for spore contamination of surfaces and nosocomial disease transmission. We developed a novel methodology using electronic health record (EHR) data to map [...]
Abstract Number: 70
NON-ICU DELIRIUM INCIDENCE AT A LARGE ACADEMIC HOSPITAL
Hospital Medicine 2020, Virtual Competition
Background: Delirium is a common and costly occurrence in hospitalized patients, particularly elderly patients. Diagnosing delirium can be challenging, particularly given the fluctuating nature of presentation and subtle hypoactive motor subtypes. The Brief Confusion Assessment Method (bCAM) is a delirium screening tool that has been validated for use in the med-surg clinical area. As part [...]
Abstract Number: 174
CHARACTERISTICS OF AND PROCESS MEASURES FOR EMERGENCY DEPARTMENT PATIENTS INITIALLY IDENTIFIED AS SEPSIS BY EITHER SOFA OR SIRS CRITERIA
Hospital Medicine 2019, March 24-27, National Harbor, Md.
Background: Depending on the criterion applied, the systemic inflammatory response syndrome (SIRS) criteria and the Sequential Organ Failure Assessment (SOFA) criteria initially identify distinct populations that present to the emergency department (ED) with suspected sepsis (Prasad et al., SHM 2018). Our work has shown that 52% of patients meet SIRS criteria first and 48% meet [...]
Abstract Number: 305
Provider Notes Analysis – Constructing the Consultancy Curve
Hospital Medicine 2018; April 8-11; Orlando, Fla.
Background: Healthcare research has traditionally relied upon data collected from clinical trials and data generated from patient registries and insurance claims to drive analyses. As electronic health records (EHR) and computerized physician order entry have proliferated, large quantities of healthcare data is being generated daily through their routine use. A form of “big data,” this [...]
Abstract Number: 0106
REGIONAL DIFFERENCES BETWEEN NORTHEAST AND SOUTHERN HOSPITALIZATIONS FOR PATIENTS ADMITTED WITH CHRONIC OBSTRUCTIVE PULMONARY DISEASE
SHM Converge 2025
Background: Chronic Obstructive Pulmonary Disease (COPD) exacerbations result in significant morbidity, mortality, and healthcare costs. Understanding regional differences in clinical outcomes and healthcare utilization among patients hospitalized with COPD may provide insight into best practices in caring for this vulnerable patient population. Methods: Using the National Inpatient Sample (NIS) database for the years 2016 to [...]
Abstract Number: 0135
IMPACT OF TEMPERATURE VARIATION ON PATIENTS WITH SEVERE PERSISTENT ASTHMA IN STATUS ASTHMATICUS
SHM Converge 2025
Background: Patients with acute severe asthma exacerbations that are unresponsive to standard therapy are said to be in status asthmaticus (SA). Patients with SA need hospitalization and are at risk of considerable morbidity and mortality along with high healthcare costs. Understanding regional differences in clinical outcomes and healthcare utilization among patients hospitalized with SA may [...]
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