64 papers
This cross-sectional study of 50 emergency nurses in Mafraq, Jordan, reveals that while most possess sufficient triage knowledge, their skills and practices are often moderate to poor, highlighting a critical need for enhanced training, simulation programs, and clear protocols to improve triage competency, particularly in rural settings.
This study demonstrates that deep learning-based imputation methods, specifically Denoising Autoencoders (DAE) and Self-Attention Imputation for Time Series (SAITS), significantly outperform the traditional MICE+LightGBM approach in handling missing data for heart failure mortality risk prediction using MIMIC-III EHR data.
This study of over 540,000 German patients reveals that while STEMI and NSTEMI differ significantly in comorbidities, treatment intensity, and survival patterns, the consistent use of guideline-directed medical therapy substantially improves long-term survival for both groups despite a concerning decline in prescription rates over time.
This qualitative study of physicians and physician assistants in North Carolina identifies that effective collaborative teams in ambulatory care rely on intentional onboarding, clear role definitions, and aligned organizational policies to overcome barriers related to professional identity, power dynamics, and systemic regulations.