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Search Results for MAC
Abstract Number: 371
SHM Converge 2024
Background: In-hospital patient deterioration, often unpredictable and multifaceted, presents a significant challenge in hospital medicine. Despite existing measures like illness severity scoring systems and rapid response teams (RRT), patient outcomes remain suboptimal. Delays in recognizing and treating worsening conditions lead to adverse effects and increased healthcare costs. Purpose: In our large healthcare system, covering two […]
Abstract Number: 372
SHM Converge 2024
Background: To address the risk of missed or delayed diagnoses, organizations need to identify and learn from their diagnostic opportunities. However, current approaches to identifying diagnostic opportunities are insensitive, resource intensive and often have low yield.(1,2) Evaluation of diagnostic trajectories can highlight diagnostic opportunities. For example, a patient may re-present to the healthcare system with […]
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: 422
SHM Converge 2024
Background: Goal-concordant care is an ongoing challenge in hospital settings. Failures in communication with patients and caregivers can lead to unwanted usage of hospital resources, including the ICU. This leads to lower quality care for patients and increased burden on the hospital. Goals of care conversations can be utilized to ensure that care aligns with […]
Abstract Number: 423
Hospital Medicine 2017, May 1-4, 2017; Las Vegas, Nev.
Case Presentation: A 33 year-old Hispanic male without significant history presented with an unremitting fever for 5 days, associated with myalgais, fatigue, night sweats, and a rash. Upon admission, he was tachycardic, hypotensive and febrile at 103F. Physical exam revealed a diffuse non-blanching, maculo-papular rash, sparing the face, palms and soles. Labs […]
Abstract Number: 439
Hospital Medicine 2018; April 8-11; Orlando, Fla.
Case Presentation: 80 year-old-male with past medical history of hypertension, coronary artery disease, chronic systolic heart failure, diabetes mellitus type 2, chronic kidney disease stage 2 presented with acute onset of constant vertigo for 1 day. Patient had a history of intermittent moderate vertigo for 20 years, controlled on meclizine. However, at this presentation, patient’s […]
Abstract Number: 445
SHM Converge 2021
Case Presentation: 41-year-old African American female with a history of Systemic lupus erythematosus (SLE) with antiphospholipid syndrome and cocaine abuse presents with acute onset of atypical chest pain, upper respiratory tract infection symptoms, myalgia, and arthralgia with an unremarkable physical examination. The labs were significant for urine drug screen positive for cocaine, elevated troponin, and […]
Abstract Number: 447
Hospital Medicine 2018; April 8-11; Orlando, Fla.
Case Presentation: A morbidly obese, but otherwise healthy, 57 year old male, presented to his initial visit with his primary care provider with complaints of dysphagia, vomiting, and unintentional weight loss of 15 pounds over the previous month. He reported a sudden onset of vomiting after eating a large meal about a month prior. Following […]
Abstract Number: 448
Hospital Medicine 2020, Virtual Competition
Background: Clinical reasoning is a core component of medical training yet learners receive very little formative feedback on their clinical reasoning documentation. We hypothesize that this is related to the lack of a shared assessment rubric and faculty time constraints. Purpose: Here we describe the process of developing a machine learning algorithm for feedback on […]
Abstract Number: 450
Hospital Medicine 2017, May 1-4, 2017; Las Vegas, Nev.
Case Presentation: A 65-year-old woman with hepatitis C-induced liver cirrhosis status-post liver transplantation, coronary artery disease and gout, presents with one week of progressive fatigue, weakness, and severe pain in her right leg and left shoulder. She was on atorvastatin for cardiac disease and had recently started Ledipasvir/Sofosbuvir for hepatitis C two months prior. She […]