Publications by authors named "Anastasia V Smirnova"
Objective: To systematically evaluate the impact of the Trendelenburg position on hemodynamic parameters in adult patients.
Design: Systematic literature review and meta-analysis using PubMed and Medline.
Setting: All prospective interventional studies comparing the hemodynamic characteristics of patients in the horizontal supine position and Trendelenburg position.
Article Synopsis
- Machine learning (ML) is increasingly important for predicting sepsis, a critical condition where timely intervention is crucial; this study explores the effectiveness of ML models in clinical settings.
- Researchers analyzed 73 studies involving nearly 458,000 patients and found that ML models, particularly Neural Networks and Decision Trees, performed better than traditional scoring systems, achieving a pooled AUC of 0.825.
- The study emphasizes the need for standardized practices in reporting and validating ML models to enhance their clinical application and effectiveness in predicting sepsis across diverse patient populations.
Background: Postoperative agitation is common after non-cardiac surgery. It is associated with postoperative delirium and cognitive dysfunction, leading to prolonged hospital stay and delayed social readjustment. Prevention and treatment strategies are lacking.
View Article and Find Full Text PDFBackground: Postoperative delirium (POD) significantly affects patient outcomes after surgery, leading to increased morbidity, extended hospital stays, and potential long-term cognitive decline. This study assessed the predictive value of intraoperative electroencephalography (EEG) patterns for POD in adults.
Methods: This systematic review and meta-analysis followed the PRISMA and Cochrane Handbook guidelines.
Objectives: The quality of postoperative analgesia in total knee arthroplasty is crucial for patient recovery, rehabilitation, and hospital stay duration. In line with the above, а single-shot adductor canal block has been considered as an improved method over continuous femoral nerve block. However, continuous adductor canal block and single-shot femoral nerve block have been not adequately addressed in the discussion.
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