Use the resources linked below to help complete this assessment.
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Models, Tools, and Data Exploration
The set of readings focus on the collection and use of data to monitor and produce quality outcomes.
· McGonigle, D., & Mastrian, K. (2022).
Nursing informatics and the foundation of knowledge (5th ed.). Jones & Bartlett.
Available in the courseroom via the VitalSource Bookshelf link.
· Chapter 21, “Nursing Research: Data Collection, Processing, and Analysis.”
· Safdari, R., Rezayi, S., Saeedi, S., Tanhapour, M., & Gholamzadeh, M. (2021).
Using data mining techniques to fight and control epidemics: A scoping review.
Health Technol. 11, 759–771.
· Ristevski, B., & Chen, M. (2018).
Big data analytics in medicine and healthcare
.
Journal of Integrative Bioinformatics,
15(3), 1–5.
Scope and Standards of Practice
· American Nurses Association. (2015).
Nursing informatics:
Scope and standards of practice
(2nd ed.)
. Author.
Producing Applications in Practice With Tools
· McGonigle, D., & Mastrian, K. (2022).
Nursing informatics and the foundation of knowledge (5th ed.). Jones & Bartlett.
Available in the courseroom via the VitalSource Bookshelf link.
· Chapter 22, “Data Mining as a Research Tool.”
· Bahri, S., Zoghlami, N., Abed, M., & Tavares, J. M. (2018, December 21).
Big data for healthcare: A survey
.
IEEE Access,
7, 7397–7408.
· Dautov, R., Distefano, S., & Buyya, R. (2019).
Hierarchical data fusion for smart healthcare
.
Journal of Big Data,
6(1), 1–23.
· Sharma, M., Singh, G., & Singh, R. (2018).
An advanced conceptual diagnostic healthcare framework for diabetes and cardiovascular disorders
.
EAI Endorsed Transactions on Scalable Information Systems,
5(18), 1–11.
Knowledge Exploration and Data Mining
· McGonigle, D., & Mastrian, K. (2022).
Nursing informatics and the foundation of knowledge (5th ed.). Jones & Bartlett.
Available in the courseroom via the VitalSource Bookshelf link.
· Chapter 26, “Our Expanding Realities.”
· Mollayeva, T., Sutton, M., Chan, V., Colantonio, A., Jana, S., & Escobar, M. (2019).
Data mining to understand health status preceding traumatic brain injury
.
Scientific Reports,
9(1), 1–10.
· Sandhu, R., Kaur, N., Sood, S. K., & Buyya, R. (2018).
TDRM: Tensor-based data representation and mining for healthcare data in cloud computing environments
.
The Journal of Supercomputing,
74(2), 592–614.
· Zhang, X., Wang, S., Cong, G., & Cuzzocrea, A. (2019).
Social big data: Mining, applications, and beyond
.
Complexity,
2019, 1–2.