J Postgrad Med
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This study aimed to determine the bacterial profile and their antibiotic spectrum in patients with ventilator-associated pneumonia (VAP) and investigate the risk factors for VAP and the presence of multidrug-resistant (MDR) pathogens. ⋯ The study revealed a high prevalence of Gram-negative among VAP patients. A significant prevalence of MDR pathogens was observed in early and late-onset VAP, along with high resistance to carbapenems. This necessitates a reassessment of the current use of antibiotics and highlights the need for further studies to choose alternative treatments for empirical antibiotic coverage.
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Analysis of deaths due to gender-based violence: An autopsy-based cross-sectional study from Mumbai.
Gender-based violence (GBV), including domestic violence, honor killings, and dowry deaths, represents one of the most extreme forms of violence against women. These deaths are often misclassified as accidents or suicides due to societal biases, leading to underreporting and obscuring the true impact of GBV on women's mortality. ⋯ The study emphasizes the need for improved investigation and classification of unnatural female deaths. Domestic violence emerged as the most common factor in these deaths, with intimate partners being primary perpetrators, with most incidents occurring within the home. It also stresses on enhanced protocols to accurately identify and address GBV-related fatalities.
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Review
Navigating healthcare leadership: Theories, challenges, and practical insights for the future.
Effective healthcare leadership is essential to ensure high-quality patient care and foster a supportive work environment for healthcare professionals. This review aims to consolidate existing healthcare leadership literature to provide evidence-based insights that can guide leadership development, improve team performance, and enhance patient care outcomes. A systematic search of academic databases such as PubMed, Scopus, Web of Science, CINAHL, Embase, and Google Scholar was performed using keywords related to healthcare leadership. ⋯ Healthcare leadership requires a dynamic and adaptable approach that integrates various leadership theories and styles to address the unique challenges of the healthcare environment. This review underscores the importance of leadership development programs and calls for further research to explore the practical implementation of leadership strategies in diverse healthcare settings. The findings provide actionable insights for healthcare leaders to tailor their leadership styles to the specific needs of their teams and organizational contexts, ultimately enhancing patient care and operational efficiency.
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Machine learning (ML) has been tried in predicting outcomes following sepsis. This study aims to identify the utility of stacked ensemble algorithm in predicting mortality. ⋯ The random forest showed high accuracy in train and moderate accuracy in the test data. We suggest more regional open-access intensive care databases that can aid making machine learning a bigger support for healthcare personnel.