Artificial intelligence, machine learning, and deep learning in women's health nursing.
Artificial intelligence (AI), which includes machine learning and deep learning has been introduced to nursing care in recent years. The present study reviews the following topics: the concepts of AI, machine learning, and deep learning; examples of AI-based nursing research; the necessity of educat...
| Publicado en: | Korean Journal of Women Health Nursing Vol. 26; no. 1; pp. 5 - 10 |
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| Autor principal: | |
| Formato: | tables/charts Journal Article |
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Korean Academy of Women's Health Nursing
Mar2020
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=142893844&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 142893844 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 12259543 5DI8 jtl: Korean Journal of Women Health Nursing issn: 12259543 maglogo: N pubinfo: dt: Mar2020 vid: 26 iid: 1 pid: 42056 pub: Korean Academy of Women's Health Nursing place: Seoul, <Blank> artinfo: ui: 142893844 142893844 142893844 10.4069/kjwhn.2020.03.11 142893844 ppf: 5 ppct: 5 formats: fmt: @attributes: type: P tig: atl: Artificial intelligence, machine learning, and deep learning in women's health nursing. aug: au: Geum Hee Jeong affil: School of Nursing and Research Institute in Nursing Science, Hallym University, Chuncheon, Korea sug: subj: Artificial Intelligence Machine Learning Deep Learning Gynecologic Nursing Education, Nursing Research, Nursing Neural Networks (Computer) Data Analytics ab: Artificial intelligence (AI), which includes machine learning and deep learning has been introduced to nursing care in recent years. The present study reviews the following topics: the concepts of AI, machine learning, and deep learning; examples of AI-based nursing research; the necessity of education on AI in nursing schools; and the areas of nursing care where AI is useful. AI refers to an intelligent system consisting not of a human, but a machine. Machine learning refers to computers' ability to learn without being explicitly programmed. Deep learning is a subset of machine learning that uses artificial neural networks consisting of multiple hidden layers. It is suggested that the educational curriculum should include big data, the concept of AI, algorithms and models of machine learning, the model of deep learning, and coding practice. The standard curriculum should be organized by the nursing society. An example of an area of nursing care where AI is useful is prenatal nursing interventions based on pregnant women's nursing records and AI-based prediction of the risk of delivery according to pregnant women's age. Nurses should be able to cope with the rapidly developing environment of nursing care influenced by AI and should understand how to apply AI in their field. It is time for Korean nurses to take steps to become familiar with AI in their research, education, and practice. pubtype: Academic Journal doctype: tables/charts Journal Article ougenre: Article language: Korean refInfo: holdings: @attributes: islocal: N |
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