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Abstract Number: 4
Hospital Medicine 2020, Virtual Competition
Background: Assessing severity of illness using available electronic medical record (EMR) data on admission and predicting inpatient mortality is very challenging. Lacking standardized practices around end of life issues, hospitalists use their clinical judgment in making these crucial decisions. Prolonged discussions may be needed in medically complex patients to direct an optimal plan of care […]
Oral Presentations
Abstract Number: 9
SHM Converge 2023
Background: Mortality prediction models are increasingly being adopted in the clinical setting, both to retrospectively assess quality of care and to prospectively inform clinical practice. An open question is whether a particular hospital should employ a model trained using a diverse nationwide dataset or use a model developed primarily from local data. The Veterans Affairs […]
Oral Presentations
Abstract Number: 13
SHM Converge 2023
Background: Diagnostic errors (DEs) represent ongoing threats to patient safety in the hospital. Little is known about the factors present on admission that can predict DE during the hospital encounter. Such knowledge is essential for prospective identification of hospitalized patients at risk for DE who can be targeted for early intervention. The purpose of this […]
Abstract Number: 22
Hospital Medicine 2019, March 24-27, National Harbor, Md.
Background: With access to big data in medicine, it is becoming increasingly necessary to use tools to automate the pooling of data into relevant thematic structures. Topic modeling is most often used to uncover these thematic structures in large sets of textual data. Latent Dirichlet allocation (LDA) is one such algorithm-based topic model that has […]
Abstract Number: 23
Hospital Medicine 2019, March 24-27, National Harbor, Md.
Background: Discharge to post-acute care settings (PACs), such as skilled nursing facilities (SNFs), requires significant, complex discharge planning which often needs to be started early during hospitalization to be complete by time of discharge. This study sought to identify and model factors which predict a given patient’s likelihood of requiring PAC after discharge, using routinely […]
Abstract Number: 24
SHM Converge 2024
Background: Half of US hospitalists have contracts with pay-for-performance incentives based on quality outcomes such as length of stay (LOS) and readmission according to the 2023 State of Hospital Medicine Report. Traditionally, these measures have been linked to the discharging provider. However, as the length of a patient’s stay increases, the influence of the discharging […]
Abstract Number: 29
Hospital Medicine 2018; April 8-11; Orlando, Fla.
Background: Centers for Medicare & Medicaid Services (CMS) recommends against the use of Hospital Consumer Assessment of Healthcare Providers and Systems (HCAHPS) for determining patient satisfaction with physicians, however, hospital administrators often use HCAHPS scores as one metric for determining physician incentives. Such use of HCAHPS likely results from its easy availability and lack of […]
Abstract Number: 82
SHM Converge 2021
Background: Novel coronavirus (COVID-19) has resulted in over 1 million deaths globally(1). Prognostic tools to identify high risk patients are crucial to guide resource allocation efforts(2). We aimed at developing a risk assessment tool for patients with COVID-19 based on the risk factors with most significant effect on hospital admission and in-hospital mortality. Methods: We […]
Abstract Number: 88
Hospital Medicine 2018; April 8-11; Orlando, Fla.
Background: Medicare patients account for over 50% of hospital days at a cost of over $1 trillion per year. Yet, hospitalization of older adults often results in poor outcomes. Furthermore, the number of geriatric healthcare providers dedicated to the care of hospitalized vulnerable older adults is currently insufficient. Purpose: Our objective was to create an […]
Abstract Number: 99
SHM Converge 2024
Background: High hospital occupancy is a ubiquitous problem worldwide. Singapore General Hospital (SGH) being the largest tertiary hospital in Singapore, sees a large number of attendees come through its Emergency Department (ED) daily 1,2. With silver tsunami on the horizon and rising life expectancies around the world, we are facing higher healthcare complexities and stress […]