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| http://dx.doi.org/10.1007/s11606-023-08054-1 | DOI Listing |
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A Supervised Explainable Machine Learning Model for Perioperative Neurocognitive Disorder in Liver-Transplantation Patients and External Validation on the Medical Information Mart for Intensive Care IV Database: Retrospective Study.
J Med Internet Res
January 2025
Department of Anesthesiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Background: Patients undergoing liver transplantation (LT) are at risk of perioperative neurocognitive dysfunction (PND), which significantly affects the patients' prognosis.
Objective: This study used machine learning (ML) algorithms with an aim to extract critical predictors and develop an ML model to predict PND among LT recipients.
Methods: In this retrospective study, data from 958 patients who underwent LT between January 2015 and January 2020 were extracted from the Third Affiliated Hospital of Sun Yat-sen University.
Safety and Efficacy of Tranexamic Acid in General Surgery.
JAMA Surg
January 2025
Population Health Research Institute, Hamilton, Ontario, Canada.
Importance: Perioperative bleeding is common in general surgery. The POISE-3 (Perioperative Ischemic Evaluation-3) trial demonstrated efficacy of prophylactic tranexamic acid (TXA) compared with placebo in preventing major bleeding without increasing vascular outcomes in noncardiac surgery.
Objective: To determine the safety and efficacy of prophylactic TXA, specifically in general surgery.
Palliative Care Initiated in the Emergency Department: A Cluster Randomized Clinical Trial.
JAMA
January 2025
Department of Emergency Medicine, Henry Ford Health, Detroit, Michigan.
Importance: The emergency department (ED) offers an opportunity to initiate palliative care for older adults with serious, life-limiting illness.
Objective: To assess the effect of a multicomponent intervention to initiate palliative care in the ED on hospital admission, subsequent health care use, and survival in older adults with serious, life-limiting illness.
Design, Setting, And Participants: Cluster randomized, stepped-wedge, clinical trial including patients aged 66 years or older who visited 1 of 29 EDs across the US between May 1, 2018, and December 31, 2022, had 12 months of prior Medicare enrollment, and a Gagne comorbidity score greater than 6, representing a risk of short-term mortality greater than 30%.
A Retrospective, Single-Center Assessment of Changes in Pain, Agitation, and Delirium Management Before and During the COVID-19 Pandemic.
Crit Care Explor
January 2025
All authors: Department of Pharmacy, Brigham and Women's Hospital, Boston, MA.
Importance: Recent studies have found an association between COVID-19 infection and deeper sedation in mechanically ventilated patients, raising concerns about the impact of the COVID-19 pandemic on pain, agitation, and delirium (PAD) management practices overall.
Objectives: This study aimed to assess differences in PAD management in patients without COVID-19 infection in pre- and peri-COVID-19 pandemic timeframes.
Design, Setting, And Participants: This was a single-center, retrospective, pre-/post-cohort analysis of mechanically ventilated adult patients without COVID-19 infection admitted to an ICU in Boston, MA.
Current applications and research trends of ultrasound examination in acute kidney injury assessment: a bibliometric analysis.
Int Urol Nephrol
January 2025
Department of Intensive Care Unit, School of Medicine, Tianjin First Central Hospital, Nankai University, Tianjin, People's Republic of China.
Background: Acute kidney injury (AKI) is a significant clinical condition, and ultrasound examination has emerged as a crucial non-invasive imaging method for assessing kidney status, especially in its diagnosis and management. This study aims to perform a bibliometric analysis to clarify current research trends in ultrasound assessment of AKI.
Methods: We conducted a literature search in the Web of Science database using keywords related to ultrasound examinations of acute kidney injury, up to November 15, 2023.
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