绿色ICU的理想人体护理:未来ICU护理的综合人工智能框架
Masoud Arabfard1, Alvin D Jeffery2, SeyedTayeb Moradian3
1Chemical Injuries Research Center, Systems Biology and Poisonings Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran.
Intensive & critical care nursing
|September 2, 2025
概括
人工智能 (AI) 通过改善患者的治疗效果和优化工作流程来提高重症监护室 (ICU) 的护理效果. 应对道德和实践方面的挑战对于人工智能在重症监护中的成功整合至关重要.
科学领域:
- 危急护理医学
- 医疗信息学
- 医疗保健中的人工智能
背景情况:
- 重症监护室面临复杂数据和及时决策的挑战.
- 人工智能 (AI) 有潜力提高ICU的数据分析,决策和工作流程效率.
研究的目的:
- 审查目前在ICU中的人工智能应用.
- 评估人工智能对临床结果和工作流程的影响.
- 探索伦理考虑,并提出关键护理的AI框架.
主要方法:
- 在PubMed,Scopus和Web of Science的文献搜索 (2014-2024年).
- 综合数据的诱导性主题分析.
- 评估人工智能对临床结果和整合障碍的影响.
主要成果:
- 人工智能可以通过决策支持来改善败血症检测,心脏骤停预测和工作流程.
- 人工智能模型将败血症死亡率降低了20%,不良事件降低了25%.
- 自然语言处理 (NLP) 和大型语言模型 (LLM) 简化了操作,但偏见和隐私是令人担忧的.
结论:
- 人工智能整合显著改善了ICU患者的治疗结果和工作流程.
- 解决道德问题,数据隐私和确保真实世界的验证对于人工智能采用至关重要.
- 需要进一步多样化和验证的研究来克服实际和可解释性挑战.
相关概念视频
Integrated Healthcare System
1.8K
An integrated healthcare system (IHS) is a set of organizations that provides for or arranges to provide coordinated and continuous service to a defined population. The IHS takes responsibility for that particular population's health status and outcome, both clinically and fiscally. An integrated healthcare system is a well-organized, well-coordinated, and collaborative network. The integrated delivery system is a network that connects different healthcare providers to deliver organized,...
1.8K
Interdisciplinary Care: The Health Care Team-II
1.5K
An interdisciplinary team includes many healthcare professionals working together and utilizing their skills, knowledge, and expertise to provide holistic and quality patient care. Here are a few more healthcare professionals.
Physical Therapist
A physical therapist (PT) aims to restore function or prevent additional impairment in a patient following an injury or disease. Massage, heat, cold, water, sonar waves, exercises, and electrical stimulation are some treatments used by PTs to treat...
Physical Therapist
A physical therapist (PT) aims to restore function or prevent additional impairment in a patient following an injury or disease. Massage, heat, cold, water, sonar waves, exercises, and electrical stimulation are some treatments used by PTs to treat...
1.5K
Interdisciplinary Care: The Health Care Team-I
1.8K
An interdisciplinary team includes many healthcare professionals working together and utilizing their skills, knowledge, and expertise to provide holistic and quality patient care.
Physicians
The physician's primary responsibility is to diagnose illness and direct the medical or surgical treatment of the condition. The authority to admit patients to a healthcare agency or institution and practice care within that setting is granted to physicians by the healthcare agency or institution...
Physicians
The physician's primary responsibility is to diagnose illness and direct the medical or surgical treatment of the condition. The authority to admit patients to a healthcare agency or institution and practice care within that setting is granted to physicians by the healthcare agency or institution...
1.8K
Nursing Clinical Information System
864
Nursing Clinical Information System (NCIS)
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
864
Issues And Trends In Healthcare Delivery System
5.8K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.8K
Hospitals-II
828
Hospitals provide inpatient and outpatient services. Inpatient services provide care to patients that stay in the hospital for an extended period, ranging from days to months. Examples of inpatient services include intensive care units, hospital wards, or surgeries. Outpatient services provide care to patients who come to a hospital for a diagnostic or treatment but do not stay overnight —for example, diagnostic tests, surgical procedures, or health education.
Nurses that work in...
Nurses that work in...
828


