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| http://dx.doi.org/10.1016/j.jceh.2024.101370 | DOI Listing |
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Developing and validating a machine learning model to predict multidrug-resistant -related septic shock.
Front Immunol
January 2025
Department of Medical Laboratory, The Affiliated Huai'an No. 1 People's Hospital of Nanjing Medical University, Huai'an, Jiangsu, China.
Background: Multidrug-resistant Klebsiella pneumoniae (MDR-KP) infections pose a significant global healthcare challenge, particularly due to the high mortality risk associated with septic shock. This study aimed to develop and validate a machine learning-based model to predict the risk of MDR-KP-associated septic shock, enabling early risk stratification and targeted interventions.
Methods: A retrospective analysis was conducted on 1,385 patients with MDR-KP infections admitted between January 2019 and June 2024.
Circulating tumor DNA in head and neck squamous cell carcinoma-current status and future prospects.
Acad Oncol
December 2024
Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL 60637, USA.
Squamous cell carcinoma (SCC) is the most common malignancy of the head and neck. Stagnating survival rates in recent decades, despite advances in the treatment paradigms, surveillance technologies, and multidisciplinary care, leave clinicians with a need for better options for screening, risk-stratifying, and monitoring patients. A growing proportion of patients with HPV-associated SCC have improved outcomes but continue to have a heterogenous response to treatment.
View Article and Find Full Text PDFType 1 diabetes (T1D) polygenic risk scores (PRS) are effective tools for discriminating T1D from other diabetes types and predicting T1D risk, with applications in screening and intervention trials. A previously published T1D Genetic Risk Score 2 (GRS2) is widely adopted, but challenges in standardization and accessibility have hindered broader clinical and research utility. To address this, we introduce GRS2x, a standardized and cross- compatible method for accurate T1D PRS calculation, demonstrating genotyping and reference panel independent performance across diverse datasets.
View Article and Find Full Text PDFApplication of Short Peptide Enteral Nutrition in Mechanically Ventilated Critically Ill Children with Severe Pneumonia and Its Impact on Patient Recovery.
Infect Drug Resist
January 2025
Science & Technology Innovation Center, Guangyuan Central Hospital, Guangyuan, People's Republic of China.
Objective: To explore the application of short-peptide enteral nutrition formulation in mechanically ventilated pediatric patients with severe pneumonia and its impact on rehabilitation outcomes, providing practical clinical evidence for the nutritional support strategy in critically ill pneumonia children.
Methods: This study retrospectively analyzed the clinical data of 90 neonatal pneumonia patients undergoing mechanical ventilation from May 2022 to December 2023. The patients were divided into an experimental group receiving short peptide enteral nutrition formulation via nasogastric tube and a control group receiving whole-protein enteral nutrition formulation via nasogastric tube.
Effect of Lamotrigine on Refractory Epilepsy: Clinical Outcomes and EEG Changes.
Int J Gen Med
January 2025
Shijiazhuang Rongkang Hospital of Traditional Chinese Medicine Co., Ltd., Internal Medicine, Shijiazhuang, 050000, People's Republic of China.
Background: Refractory epilepsy poses significant challenges in clinical management due to its resistance to standard antiepileptic therapies, necessitating the exploration of more effective treatment regimens. Lamotrigine, with its proven efficacy and tolerability, offers potential benefits when combined with traditional medications like valproate, though its comprehensive impact on clinical outcomes and neurological markers requires further study.
Objective: To analyze the improvement effect of combined application of lamotrigine on refractory epilepsy patients and its impact on patients' EEG and neurological function.
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