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Forecasting Pediatric Trauma Volumes: Insights From a Retrospective Study Using Machine Learning.
J Surg Res
December 2024
Department of Pediatric Surgery, SSM Health Cardinal Glennon Children's Hospital, St. Louis, Missouri; Department of Pediatric Surgery, St. Louis University, St. Louis, Missouri.
Introduction: Rising pediatric firearm-related fatalities in the United States strain Trauma Centers. Predicting trauma volume could improve resource management and preparedness, particularly if daily forecasts are achievable. The aim of the study is to evaluate various machine learning models' accuracy on monthly, weekly, and daily data.
View Article and Find Full Text PDFPrimary cutaneous melioidosis - A rare case needing intensive care unit admission.
South Afr J Crit Care
July 2024
Department of Critical Care Medicine, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, India.
Background: Melioidosis cases are increasing in Southeast Asia, posing a significant challenge owing to the rising number of diabetic and immune compromised patients. Pneumonia is the most common presentation of melioidosis, while cutaneous melioidosis is rare.
Objectives: We report a case of primary cutaneous melioidosis (PCM) that eventually required intensive care unit (ICU) management.
Above knee amputation following periprosthetic joint infection after total knee arthroplasty: a fatal outcome.
J Surg Case Rep
January 2025
School of Medicine, University of Liverpool, Cedar House, Ashton Street, L69 3GE, United Kingdom.
Primary total knee arthroplasty (TKA) is a successful and cost-effective procedure for which demand is increasing annually. Outcomes are generally good with satisfaction rates of 70%, so the procedure is commonly used in osteoarthritis management to improve mobility and alleviate pain. Above knee amputation (AKA) is a devastating complication of TKA.
View Article and Find Full Text PDFWho feels safe calling 911: are prior experiences of anti-Black racial discrimination associated with hesitancy seeking emergency medical services in the event of accidental drug overdose? - a study protocol.
Ann Med
December 2025
Department of Psychiatry, New York University Grossman School of Medicine, New York, New York, USA.
Background: Racial discrimination is associated with health disparities among Black Americans, a group that has experienced an increase in rates of fatal drug overdose. Prior research has found that racial discrimination in the medical setting may be a barrier to addiction treatment. Nevertheless, it is unknown how experiences of racial discrimination might impact engagement with emergency medical services for accidental drug overdose.
View Article and Find Full Text PDFIn Silico Hybridization and Molecular Dynamics Simulations for the Identification of Candidate Human MicroRNAs for Inhibition of Virulent Proteins' Expression in Staphylococcus aureus.
J Cell Biochem
December 2024
Department of Biotechnology, National Institute of Technology, Durgapur, India.
Staphylococcus aureus is a major threat to human health, causing infections that range in severity from moderate to fatal. The rising rates of antibiotic resistance highlight the critical need for new therapeutic techniques to combat this infection. It has been recently discovered that microRNAs (miRNAs) are essential for cross-kingdom communication, especially when it comes to host-pathogen interactions.
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