探索人工智能在护理中的深度学习:使用沃克和阿凡特的方法进行概念分析
Supichaya Wangpitipanit1, Jiraporn Lininger2, Nick Anderson3
1Visiting Assistant Professor, Division of Health Informatics, Department of Public Health Sciences, UC Davis School of Medicine, University of California, Davis, USA, Division of Community Health Nursing, Ramathibodi School of Nursing, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand.
BMC nursing
|August 1, 2024
概括
护理中的深度学习 (DL) 是一种人工智能 (AI) 的形式,需要更清晰的定义来实现有效的临床实践. 这项研究澄清了DL的属性,以改善AI采用和患者护理.
科学领域:
- 护理信息学 护理信息学
- 医疗保健中的人工智能
- 深度学习应用程序
背景情况:
- 人工智能 (AI) 和深度学习 (DL) 对护理挑战的兴趣日益增长.
- 目前的文献缺乏关于护理中的DL的清晰度,这阻碍了临床实践和研究.
- 需要在护理环境中定义DL并确定AI属性.
研究的目的:
- 为了澄清深度学习 (DL) 在护理中的含义.
- 在护理实践中确定人工智能 (AI) 的定义属性.
主要方法:
- 使用沃克和阿万特的8步方法进行概念分析.
- 在多个数据库中使用布尔式技术和MeSH术语进行系统的文献搜索 (2018-2024年).
- 分析了37篇符合纳入标准的文章.
主要成果:
- 确定了DL属性的四个主题:焦点和沉浸,编码和理解,算法安排和用例实现.
- 诸如不清晰的系统和不良的数据管理知识等先例带来了挑战.
- DL使护士能够模拟场景,预测结果,并增强决策,以改善患者护理.
结论:
- 这项研究增强了对护理中的DL及其实践影响的理解.
- 建议未来研究DL对医疗保健运营管理的影响.
- 建议制定一个框架,指导DL融入护理实践.
相关概念视频
Current Trends in Nursing II
1.2K
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
1.2K
Nursing Process for Patient and Caregiver Teaching I: Assessment and Diagnosis
1.5K
The nursing process provides a clinical decision-making framework for patients and families to establish and implement a personalized care plan. Since part of the nurse's duties is to teach patients, the steps of the nursing process are the most effective way to approach instruction. The nursing process and the teaching-learning process are inextricably linked.
It is critical to determine the patient's learning needs during the assessment. Determination of learning needs compounds data...
It is critical to determine the patient's learning needs during the assessment. Determination of learning needs compounds data...
1.5K
Current Trends in Nursing I
1.5K
Current trends in nursing include:
1.5K
Fundamentals of Nursing Process I
6.1K
The nursing process is the core of practice for every registered nurse to deliver holistic, patient-focused care. The following are the five steps in the nursing process.
6.1K
Patient-centered Care
2.0K
Patient-centered care involves delivering care beyond inpatient hospitalization. Reflective practice can enhance a patient-centered approach. Reflective practice is a process of reasoning that considers all aspects of the present situation, including practicalities, learning from personal practice, and consideration of patient needs. Patients appreciate care decisions made while considering their input. Involving the patient in their care provides the patient with a sense of contribution rather...
2.0K
Critical Thinking I
3.2K
Critical thinking helps decision-making and allows nurses to recognize barriers to success and find solutions to possible issues. It helps to brainstorm and implement ideas to achieve goals. Critical thinking helps acknowledge and state workflow inefficiencies while improving management techniques. Nurses understand the value of critical thinking and look for fellow nurses with critical thinking skills to upgrade their professional standards. Critical thinking can advance a nurse's career...
3.2K


