Innovative Informatics Tools and Applications to Clinical Practice

Blog: Innovative Informatics Tools and Applications to Clinical Practice

New technology and tools will undoubtedly shape nursing practice.  “Research suggests that between 8% and 16% of nursing time is spent on non-nursing activities and tasks that should be delegated to others” (Robert, 2019). As a result, new innovations may minimize the time spent on these non-nursing activities and tasks to further support and strengthen patient care.

One such technology is the use of robots. While nursing robots are not yet readily available, researchers have earned millions in grants over the last decade researching and developing AI and robotic innovations to improve healthcare and nursing practice. From clinical practice to patient support, the future seems endless with possibilities.

For this Discussion, you will explore various topics associated with innovative technology and your healthcare organization or nursing practice. You will consider how you might utilize these advancements, as well as consider how these advancements might influence nursing informatics. 

To Prepare

• Review the Learning Resources associated with the topics: AI, Machine Learning, Genomics, Precision Health, and Robotics.

• Consider the role of these technologies in your healthcare organization or nursing practice.

• Analyze the differences of these technologies as they may impact healthcare delivery and nursing practice.

• Reflect on the potential use of each of these topics and your personal experiences with their implementation into practice.

Assignment

Post a response to your blog for each of the following:  

• From the five topics: AI, Machine Learning, Genomics, Precision Health, and Robotics, assess the applications of the technology, noting the potential benefits and potential challenges of the innovations. Be specific.

• Appraise the potential of the innovations to improve healthcare practice and related outcomes.

• Explain whether these applications integrate Big Data? Why or why not?

• Explain the difference between AI, Machine Learning, Data Mining and

• Deep Learning as presented in the Bini (2018) article.

• Why do these differences matter and how relevant are they for Big Data?

READING ASSIGNMENTS

Sipes, C. (2020). Project management for the advanced practice nurse (2nd ed.). Springer Publishing.

• Chapter 5, “Implementation/Execution: Phase 3” (pp. 121–146)

https://search.ebscohost.com/login.aspx?direct=true&db=nlebk&AN=1021761&site=eds-live&scope=site&authtype=shib&custid=s6527200

https://go.openathens.net/redirector/waldenu.edu?url=https://doi.org/10.1177%2F0840470419873123

https://search.proquest.com/scholarly-journals/impact-artificial-intelligence-on-quality-safety/docview/2333878940/se-2?accountid=14872

https://search.proquest.com/scholarly-journals/innovative-assisted-living-tools-remote/docview/2512723427/se-2?accountid=14872

https://spectrum.ieee.org/the-human-os/artificial-intelligence/medical-ai/ai-recognizes-covid-19-in-the-sound-of-a-cough

MACHINE LEARNING

https://oce-ovid-com.ezp.waldenulibrary.org/article/00024665-201904000-00005/HTML

https://oce-ovid-com.ezp.waldenulibrary.org/article/00024665-202001000-00005/HTML

https://search.ebscohost.com/login.aspx?direct=true&db=mnh&AN=30705919&site=eds-live&scope=site&authtype=shib&custid=s6527200

PRECISIONS MEDICINE GENOMIC

https://go.openathens.net/redirector/waldenu.edu?url=https://www.sciencedirect.com/science/article/pii/S0029655419300545?via%3Dihub

https://go.openathens.net/redirector/waldenu.edu?url=https://doi.org/10.1016/j.outlook.2019.05.011

https://go.openathens.net/redirector/waldenu.edu?url=https://www.sciencedirect.com/science/article/pii/S002965541930363X?via%3Dihub

https://oce-ovid-com.ezp.waldenulibrary.org/article/00152193-201907000-00014/HTML

https://go.openathens.net/redirector/waldenu.edu?url=https://www.sciencedirect.com/science/article/pii/S0029655419307183?via%3Dihub

ROBOTICS

https://oce-ovid-com.ezp.waldenulibrary.org/article/00024665-201906000-00003/HTML

https://doi.org/10.1109/TNSRE.2021.3074154

https://www.science.org/doi/full/10.1126/scirobotics.abb5589

https://www.cdc.gov/dhdsp/pubs/docs/Best_Practice_Guide_CDSS_508.pdf