Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2022 Mar 9:2022:1959371.
doi: 10.1155/2022/1959371. eCollection 2022.

Nursing Care Systematization with Case-Based Reasoning and Artificial Intelligence

Malik Bader Alazzam  1 , Nahla Tayyib  2 , Samar Zuhair Alshawwa  3 , Md Kawser Ahmed  4
Affiliations

Nursing Care Systematization with Case-Based Reasoning and Artificial Intelligence

Malik Bader Alazzam et al. J Healthc Eng. .

Retraction in

Abstract

Of the most popular applications of artificial intelligence (AI), those used in the health sector are the ones that represent the largest proportion, in terms of use and expectation. An investigative systematization model is proposed in the scientific training of nursing professionals, by articulating epistemological positions from previous studies on the subject. In order to validate the model proposed, a prototype was created to present an application that could help nurses in their clinical processes, storing their experiences in a case base for future research. The prototype consisted of digitizing paediatric nursing diagnoses and inserting them into a case base in order to assess the effectiveness of the prototype in handling these cases in a structure conducive to retrieval, adaptation, indexing, and case comparison. This work presents as a result a computational tool for the health area, employing one of the artificial intelligence techniques, case-based reasoning (CBR). The small governmental nursing education institution in Bangladesh used in this study did not yet have the systemization of nursing care (NCS) and computerized support scales.

PubMed Disclaimer

Conflict of interest statement

The authors declare that they have no conflicts of interest.

Figures

Figure 1
Figure 1
Proposed architecture of the project.
Figure 2
Figure 2
OpenRBCenf working architecture.
Figure 3
Figure 3
The paediatric nursing assistance systematization form using Freemind.
Figure 4
Figure 4
Physical examination using the human body in 3D.
Figure 5
Figure 5
Opinion survey evaluation result for the question: have you ever used software that uses three-dimensional interaction?
Figure 6
Figure 6
Opinion survey evaluation result for the question: what did you think of the experience? (Acceptability of the proposed interface).
Figure 7
Figure 7
Accuracy evaluation. (a) Grades given to software accuracy (by groups of evaluators). (b) Overall accuracy assessment.
Figure 8
Figure 8
Maturity assessment. (a) Grades given to software maturity (by groups of evaluators). (b) General assessment of maturity.
Figure 9
Figure 9
Assessment of intelligibility. (a) Grades given to software intelligibility (by groups of evaluators). (b) General assessment of intelligibility.
Figure 10
Figure 10
Evaluation of software efficiency in relation to time. (a) Grades given to the apprehensibility of the software (by groups of evaluators). (b) General apprehensibility assessment.
Figure 11
Figure 11
Evaluation of operability. (a) Grades given to the operability of the software (by groups of evaluators). (b) Evaluation of operability.
Figure 12
Figure 12
Evaluation of software efficiency in relation to time. (a) Grades given to efficiency. (b) Efficiency with respect to time.
Figure 13
Figure 13
Grades assigned to all items (general system assessment).
See this image and copyright information in PMC

References

    1. Choudhury N., Shahin A. The role of fuzzy logic in case-based reasoning: a survey. Indian Journal of Computer Science and Engineering . 2017;8(3):333–340.
    1. Mad Yusoh S. S., Abd Wahab D., Adil Habeeb H., Azman A. H. Intelligent systems for additive manufacturing-based repair in remanufacturing: a systematic review of its potential. PeerJ Computer Science . 2021;7 doi: 10.7717/peerj-cs.808.e808 - DOI - PMC - PubMed
    1. Marcomini E. K., Paula D. C. Nursing care systematization: applicability to primary care. Acta Scientiarum Health Sciences . 2020;42 doi: 10.4025/actascihealthsci.v42i1.48465.e48465 - DOI
    1. Alazzam M. B., Alassery F., Almulihi A. Development of a mobile application for interaction between patients and doctors in rural populations. Mobile Information Systems . 2021;2021:8. doi: 10.1155/2021/5006151.500615 - DOI
    1. Oliveira M. R. d., Almeida P. C. d., Moreira T. M. M., Torres R. A. M. Nursing care systematization: perceptions and knowledge of the Brazilian nursing. Revista Brasileira de Enfermagem . 2019;72(6):1547–1553. doi: 10.1590/0034-7167-2018-0606. - DOI - PubMed

Publication types

LinkOut - more resources