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Comparison between traditional logistic regression and machine learning for predicting mortality in adult sepsis patients.
Front Med (Lausanne)
January 2025
Hepatobiliary Pancreatic Surgery Department, Huadu District People's Hospital of Guangzhou, Guangzhou, China.
Background: Sepsis is a life-threatening disease associated with a high mortality rate, emphasizing the need for the exploration of novel models to predict the prognosis of this patient population. This study compared the performance of traditional logistic regression and machine learning models in predicting adult sepsis mortality.
Objective: To develop an optimum model for predicting the mortality of adult sepsis patients based on comparing traditional logistic regression and machine learning methodology.
Status analysis of quality control of administered infusion solution with cytotoxic drugs.
Oncol Rev
January 2025
Department of Pharmacy, Tianjin First Central Hospital, Nankai University, Tianjin, China.
The administered infusion solution is a sterile preparation that can be used directly for intravenous infusion in patients by mixing one or more intravenous drugs using aseptic operation technology. The pharmacy intravenous admixture service (PIVAS) center is a professional technical service department in hospitals, where the majority of inpatient-administered infusion solutions are prepared. During the processes of dissolution, dilution, preparation, storage, and use of intravenous drugs, the quality control of the administered infusion solution can be affected by various factors.
View Article and Find Full Text PDFTime trends of catheter-directed treatment in acute pulmonary embolism in Germany.
Res Pract Thromb Haemost
January 2025
Department of Cardiology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany.
Background: Catheter-directed treatment (CDT) is an innovative treatment for patients with elevated risk pulmonary embolism (PE) to resolve embolus and restore pulmonary perfusion.
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In-hospital mortality of patients admitted to the intermediate care unit in hospitals with and without an intensive care unit: a nationwide inpatient database study.
Crit Care
January 2025
Department of Emergency and Critical Care Medicine, Tohoku University Hospital, 1-1 Seiryo-Machi, Aoba-Ku, Sendai, 980-8574, Japan.
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View Article and Find Full Text PDFEvaluation of the impact of refined nursing care on schizophrenia patients.
Medicine (Baltimore)
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Department of PICU2, Wudong Hospital of Wuhan, Wuhan, Hubei, China.
This study evaluates the impact of refined nursing interventions on patients with schizophrenia, focusing on disease severity, cognitive function, medication adherence, quality of life, and medication-related complications. The aim is to provide evidence for enhancing future clinical treatments. From January 2022 to January 2024, 201 schizophrenia patients were enrolled based on specific inclusion and exclusion criteria.
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