Keywords:
artificial intelligence
expert system
hybrid system
nursing care
machine learning

  • Abstract

    Artificial intelligence (AI) has the ability to assist nurses in making clinical decisions in challenging care scenarios or in performing duties that are distant from direct patient contact, such as documentation procedures. The development and research of AI applications for nursing care has increased, but there is still a dearth of thorough overviews that include the body of research supporting prospective application scenarios. In addition to highlighting related topics in the social, legal, and ethical debate around the use of AI in nursing care, this study synthesizes literature on application possibilities for AI in nursing care settings. AI applications are mostly used for fall detection, tracking activity, health classification, picture and signal processing, and care coordination. However, very few studies, particularly those involving data gathered outside of laboratory settings, have reported their impacts on clinical outcomes. Artificial intelligence has potential uses in nursing care, which might make use of well-known AI techniques such as expert or hybrid systems and machine learning (ML). The discussion of technology use in healthcare has not yet addressed its ethical, legal, or societal ramifications. Although there are no actual results, this study emphasizes the potential of AI systems in nursing care settings. The objectives, advantages, and outcomes related to nursing care should be the focus of future studies, which should also address any ethical or legal ramifications and involve relevant parties.

  • References

    1. Martinez-OrtigosaA. Martinez-Granados A , Gil-Hernández E,Rodriguez-Arrastia M , Ropero-Padilla C, Roman P, Applications of artificial intelligence in nursing care: a systematic review, Journal of Nursing Management, Volume 2023 | Article ID 3219127 | https://doi.org/10.1155/2023/3219127
    2. Seibert k, Domhoff D , BruchD, Schulte-AlthoffM, FürstenauD, BiessmannF, Wolf-Ostermann K, Application scenarios for artificial intelligence in nursing care: rapid Review, J Med Internet Res, 2021 Nov 29;23(11):e26522. doi: 10.2196/26522.
    3. Wahl B, Cossy-Gantner A, GermannS, SchwalbeNR, Artificial intelligence (AI) and global health: how can AI contribute to health in resource-poor settings? BMJ Glob Health, 2018 Aug 29;3(4):e000798. doi: 10.1136/bmjgh-2018-000798.
    4. Fodeh SJ, FinchD, BouayadL, LutherSL, LingRo H, Kerns BD, BrandtC, Classifying clinical notes with pain assessment using machine learning, Med BiolEngComput, 2018 Jul;56(7):1285-1292.doi: 10.1007/s11517-017-1772-1.
    5. GoirandM, AustinE, Robyn Clay-WilliamsR, Implementing ethics in healthcare AI-based applications: a scoping review, SciEng Ethics. 2021 Sep 3;27(5):61. doi: 10.1007/s11948-021-00336-3.
    6. Ruksakulpiwat S, Thorngthip S, Niyomyart A, et al, systematic review of the application of artificial antelligence in nursing care: where are we, and what's next?. J MultidiscipHealthc. 2024 Apr 12:17:1603-1616. doi: 10.2147/JMDH.S459946.
    7. Jiang F, Jiang Y, Zhi H, et al, Artificial intelligence in healthcare: past, present and future, Stroke and Vascular Neurology 2017;2:doi: 10.1136/svn-2017-000101
    8. Abbott MB, Peggy ShawP,Virtual Nursing Avatars: Nurse Roles and Evolving Concepts of Care, Online J Issues Nurs. 2016 Aug 15;21(3):7.doi: 10.3912/OJIN.Vol21No03PPT39,05.
    9. Felicia S, Amitabha Palmer A, Artificial intelligence and robotics in nursing: ethics of caring as a guide to dividing tasks between AI and humans. Nursing Philosophy, 2020; 21.https://doi.org/10.1111/nup.12306
    10. Lynn LA, Artificial intelligence systems for complex decision-making in acute care medicine: a review, Patient Saf Surg. 2019 Feb 1:13:6.doi: 10.1186/s13037-019-0188-2.
    11. Aung YM, Wong DC, Daniel, Ting SW. The promise of artificial intelligence: a review of the opportunities and challenges of artificial intelligence in healthcare.British Medical Bulletin, Volume 139, Issue 1, September 2021, Pages 4–15,https://doi.org/10.1093/bmb/ldab016
    12. Jiang L, Wu Z , Xu X, Zhan Y, Jin X, Wang L, Qiu Y, Opportunities and challenges of artificial intelligence in the medical field: current application, emerging problems, and problem-solving strategies, J Int Med Res. 2021 Mar; 49(3): doi:10.1177/03000605211000157
    13. Peirce AG, Elie S, George A, Gold M, Hara KO, Rose-Facey W ,Knowledge development, technology and questions of nursing ethics, Nurs Ethics. 2020 Feb;27(1):77-87.doi: 10.1177/0969733019840752.
    14. Rony KK, Parvin MR, Ferdousi S, Advancing nursing practice with artificial intelligence: Enhancing preparedness for the future. Nurs Open. 2024 Jan;11(1). doi: 10.1002/nop2.2070.
    15. Bulck LV, CouturierR,Moons P, Applications of artificial intelligence for nursing: has a new era arrived? European Journal of Cardiovascular Nursing, Volume 22, Issue 3, March 2023, Pages e19–e20, https://doi.org/10.1093/eurjcn/zvac097
    16. Buchanan C, Howitt ML, Wilson R, Booth RG, Risling T, BamfordM,Nursing in the age of artificial intelligence: protocol for a coping review, JMIR Res Protoc. 2020 Apr; 9(4).doi: 10.2196/17490.
    17. Alazzam MB, Tayyib N, Alshawwa SM, Ahmed MDK . Nursing care systematization with case-based reasoning and artificial intelligence
    18. J Healthc Eng. 2022 Mar 9:2022. doi: 10.1155/2022/1959371.
    19. Robert N, How artificial intelligence is changing nursing, Nurs Manage. 2019 Sep; 50(9): 30–39. doi: 10.1097/01.NUMA.0000578988.56622.21
    20. Brom H, Carthon MB, Ikeaba U, Chittams J, Leveraging electronic health records and machine learning to tailor nursing care for patients at high risk for readmissions. J Nurs Care Qual. 2020 Jan/Mar;35(1):27-33. doi: 10.1097/NCQ.0000000000000412.
    21. Ronquillo CE, Peltonen L, PruinelliL,Chu CH, Bakken S, Beduschi A, Cato K, et al. Artificial intelligence in nursing: priorities and opportunities from an international invitational think-tank of the nursing and artificial intelligence leadership collaborative. J AdvNur. 2021 Sep;77(9):3707-3717.doi: 10.1111/jan.14855.
    22. LiawSY, Tan JZ, Siriwan Lim S, Zhou W, Yap J, Ratan R, OoiSL, et al. Artificial intelligence in virtual reality simulation for interprofessional communication training: Mixed method study. Nurse Educ Today. 2023 Mar:122. doi:10.1016/j.nedt.2023.105718.
    23. Gomez-Cabello CA, BornaS, Pressman S, Haider SA, Haider CR, Forte AJ. Artificial-intelligence-based clinical decision support systems in primary care: a scoping review of current clinical implementations.Eur J Investig Health Psychol Educ. 2024 Mar 13;14(3):685-698. doi: 10.3390/ejihpe14030045.
    24. Khalifa M, Albadawy M, Iqbal U, Advancing clinical decision support: The role of artificial intelligence across six domains Computer Methods and Programs in Biomedicine Update [2666-9900], Volume 5, 2024, 100142https://doi.org/10.1016/j.cmpbup.2024.100142
    25. Mudgal SK, Agarwal R, Chaturvedi J, Gaur R, Ranjan N, Real-world application, challenges and implication of artificial intelligence in healthcare: an essay.PanAfr Med J. 2022; 43: 3. doi: 10.11604/pamj.2022.43.3.3338
    26. Comito C, Falcone D, Forestiero A, AI-Driven Clinical Decision Support: Enhancing Disease Diagnosis Exploiting Patients Similarity, IEEE Access ( Volume: 10)January 2022 ISSN: 2169-3536. DOI: 10.1109/ACCESS.2022.3142100
    27. Douthit BJ, Shaw RJ , Lytle KS, Richesson RL , Cary MP, Artificial intelligence in nursing, January 2022 issue of American Nurse Journal. https://www.myamericannurse.com/ai-artificial-intelligence-in-nursing/
    28. Edmonds JK, Use of Artificial Intelligence to Improve Women's Health and Enhance Nursing Care, J ObstetGynecol Neonatal Nurs. 2023 May;52(3):169-171.
    29. doi: 10.1016/j.jogn.2023.03.004.
    30. KeskinboraKH Medical ethics considerations on artificial intelligence.JClinNeurosci. 2019 Jun:64:277-282. doi: 10.1016/j.jocn.2019.03.001.
    31. Yogesh Kumar, Koul A, Singla R, FazalIjaz M, Artificial intelligence in disease diagnosis: a systematic literature review, synthesizing framework and future research agenda,2023;14(7):8459-8486.doi: 10.1007/s12652-021-03612-z.
    32. Pepito JA, Locsin R Can nurses remain relevant in a technologically advanced future? Int J Nurs Sci. 2019 Jan 10; 6(1): 106–110. doi: 10.1016/j.ijnss.2018.09.013
    33. Wojtara M , Rana E , Rahman T, Khanna P, Singh H, Artificial intelligence in rare disease diagnosis and treatment. ClinTransl Sci. 2023 Nov;16(11):2106-2111.doi: 10.1111/cts.13619.
    34. Ullah M, Akbar A, Yannarelli G. Applications of artificial intelligence in, early detection of cancer, clinical diagnosis and personalized medicine. ArtifIntell Cancer 2020; 1(2): 39-44 .DOI: 10.35713/aic.v1.i2.39
    35. Rogers WA, DraperH, Carter SM,Evaluation of artificial intelligence clinical applications: Detailed case analyses show value of healthcare ethics approach in identifying patient care issues. Bioethics. 2021 Sep;35(7):623-633.
    36. doi: 10.1111/bioe.12885
    37. BozicV, Artifical Intelligence in nurse education, July 2023. DOI:10.13140/RG.2.2.29170.27846
    38. Karadeniz A, Baneres D, Guerrero-RoldánAE , Rodríguez ME. Artificial Intelligence and Reflections from Educational Landscape: A Review of AI Studies in Half a Century.Sustainability 2021, 13(2), 800; https://doi.org/10.3390/su13020800
    39. BuchananC, HowittML, Wilson R, Booth R, Risling T, BamfordMPredicted Influences of Artificial Intelligence on Nursing Education: Scoping Review. JMIR Nurs. 2021 Jan-Mar; 4(1): e23933. doi: 10.2196/23933
    40. Ahmad S, Melinda J, Artificial Intelligence for Nursing Practice and Management, Current and Potential Research and Education, CIN: Computers, Informatics, Nursing 40(3):p 139-144, March 2022. | DOI: 10.1097/CIN.000000000000087.
    41. Arshad HB, Butt SA, Khan SU, Javed Z, NasirK,ChatGPT and Artificial Intelligence in Hospital Level Research: Potential, Precautions, and Prospects.MethodistDebakeyCardiovasc J. 2023; 19(5): 77 84. doi: 10.14797/mdcvj.1290
    42. Dariush D. Farhud DD, Zokaei S, Ethical Issues of Artificial Intelligence in Medicine and Healthcare, Iran J Public Health. 2021 Nov; 50(11): i–v.doi: 10.18502/ijph.v50i11.7600
    43. Naik N, ZeeshanHameed BM, Shetty DK Dishant Swain D, Shah M, Paul R, KaivalyaAggarwal K, et. al. Legal and Ethical Consideration in Artificial Intelligence in Healthcare: Who Takes Responsibility? Front Surg. 2022; 9: 8.
    44. doi: 10.3389/fsurg.2022.862322
    45. “Advancing Nursing Practice with Artificial Intelligence: Enhancing Preparedness for the Future - PMC.” n.d. Accessed July 22, 2024. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10733565/.
    46. Alanzi, Turki, Abdullah A Alsalem, Hessah Alzahrani, Norah Almudaymigh, Abdullah Alessa, Raghad Mulla, Lama AlQahtani, et al. n.d. “AI-Powered Mental Health Virtual Assistants’ Acceptance: An Empirical Study on Influencing Factors Among Generations X, Y, and Z.” Cureus 15 (11): e49486. https://doi.org/10.7759/cureus.49486.
    47. “Frontiers | Legal and Ethical Consideration in Artificial Intelligence in Healthcare: Who Takes Responsibility?” n.d. Accessed July 22, 2024. https://www.frontiersin.org/journals/surgery/articles/10.3389/fsurg.2022.862322/full.
    48. Martinez-Ortigosa, Adrian, Alejandro Martinez-Granados, Esther Gil-Hernández, Miguel Rodriguez-Arrastia, Carmen Ropero-Padilla, and Pablo Roman. 2023. “Applications of Artificial Intelligence in Nursing Care: A Systematic Review.” Journal of Nursing Management 2023 (1): 3219127. https://doi.org/10.1155/2023/3219127.
    49. “(PDF) Impact of AI on Healthcare with Specific Reference to Nurses’ Education.” n.d. Accessed July 22, 2024. https://www.researchgate.net/publication/374747946_Impact_of_AI_on_Healthcare_with_Specific_Reference_to_Nurses'_Education.
    50. “The Role of AI in Nursing Informatics.” 2024. Nurse.Com. July 2024. https://www.nurse.com/blog/artificial-intelligence-in-nursing-informatics-nsp/.
Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Copyright (c) 2024 Multidisciplinary Reviews

How to cite

Pohane, M., Sharma, R., Suroshe, V., & Warghane, U. (2024). Applications of artificial intelligence in nursing care: A review. Multidisciplinary Reviews, (| Accepted Articles). Retrieved from https://malque.pub/ojs/index.php/mr/article/view/5358
  • Article viewed - 302