The Potential of Data Mining
The Potential of Data Mining to Revolutionize Nursing Care and Patient Outcomes In the article "Automated Data Mining of the Electronic Health Record for Investigation of Healthcare-Associated Outbreaks" by Sundermann et al. (2019), the authors explore how advanced automated data mining techniques can be leveraged to detect and analyze healthcare-associated outbreaks. By utilizing electronic health records (EHRs), the study demonstrates the application of computational methods to identify patterns and generate actionable insights in infection control and hospital epidemiology. The research highlights the role of machine learning algorithms in systematically analyzing complex datasets to uncover latent connections between clinical cases and outbreak sources. The article emphasizes the transformative potential of automated clinical data mining. Through real-world examples, it describes how integrating data mining into EHR systems can promptly identify outbreaks, leading to t...