NURS FPX 6414 Assessment 3 Tool Kit for Bioinformatics
NURS FPX 6414 Assessment 3 Tool Kit for Bioinformatics
Name
Capella university
NURS-FPX 6414 Advancing Health Care Through Data Mining
Prof. Name
Date
Executive Summary
The integration of technology into healthcare has revolutionized medical practices, with bioinformatics emerging as a key element in enhancing healthcare delivery. By utilizing technological advancements and data analytics, bioinformatics supports better decision-making processes, aids in the formulation of effective healthcare policies, and ensures the successful implementation of clinical practices. The COVID-19 pandemic, which involved a global outbreak of acute respiratory infections, highlighted the critical need for understanding disease transmission mechanisms and effective preventive measures. Comprehensive analysis of large-scale patient data has proven indispensable in identifying risk factors associated with the spread of infections (Meng et al., 2020). Studies reveal that individuals suffering from multiple severe comorbidities face a heightened risk of contracting COVID-19. This insight underscores the vital role bioinformatics plays in detecting health trends, refining intervention strategies, and ultimately improving patient outcomes on a broad scale.
NURS FPX 6414 Assessment 3 Tool Kit for Bioinformatics
Recent developments in healthcare technology have led to the adoption of systems such as Best Practice Advisory (BPA) alerts and Clinical Decision Support (CDS) tools, both of which play a significant role in improving patient health outcomes. Many healthcare organizations employ CDS mechanisms like BPA to issue timely notifications concerning patients’ medical conditions (Baumgart, 2020). The widespread use of Electronic Health Records (EHR) further enables healthcare providers to quickly retrieve comprehensive patient data, facilitating more informed clinical decisions. BPA alerts typically appear as pop-up messages, reminding patients to comply with prescribed treatment regimens, thereby promoting continuity of care. This proactive engagement benefits not only patients but also healthcare institutions by lowering the frequency of hospital readmissions. These technological solutions demonstrate the growing importance of digital tools in optimizing healthcare efficiency and enhancing patient well-being.
NURS FPX 6414 Assessment 3: Tool Kit for Bioinformatics — Summary Table
| Category | Description | References |
|---|---|---|
| Technology in Healthcare | Bioinformatics integration improves decision-making, policy development, and healthcare delivery. | Meng et al., 2020 |
| Impact of COVID-19 | The pandemic emphasized the need for data-driven approaches to understand disease spread and prevention. | Meng et al., 2020 |
| Use of BPA and CDS | BPA and CDS tools enhance patient outcomes by sending alerts and decreasing hospital readmission rates. | Baumgart, 2020 |
References
Baumgart, D. C. (2020). Digital advantage in the COVID-19 response: Perspective from Canada’s largest integrated digitalized healthcare system. NPJ Digital Medicine, 3(1). https://doi.org/10.1038/s41746-020-00326-y
Meng, L., Dong, D., Li, L., Niu, M., Bai, Y., Wang, M., Qiu, X., Zha, Y., & Tian, J. (2020). A deep learning prognosis model help alert for COVID-19 patients at high-risk of death: A multi-center study. IEEE Journal of Biomedical and Health Informatics, 24(12), 3576–3584. https://doi.org/10.1109/JBHI.2020.3034296