人工智能技术在个性化医疗保健中的创新和挑战
Yu-Hao Li1, Yu-Lin Li2, Mu-Yang Wei2
1International School, Beijing University of Posts and Telecommunications, Bei Jing, 100876, China.
Scientific reports
|August 16, 2024
概括
人工智能 (AI) 通过虚拟助理和预测模型提高医疗保健质量. 解决数据隐私,偏见和信任对于在医学中道德地整合人工智能至关重要.
科学领域:
- 医疗保健技术 技术 医疗保健 技术
- 医疗信息学 医疗信息学
- 人工智能在医学中的应用
背景情况:
- 人工智能 (AI) 越来越多地融入医疗保健,影响患者监测和远程医疗.
- 聊天机器人和可穿戴设备等人工智能工具正在改变医疗保健提供和患者参与.
研究的目的:
- 探索最近在医疗保健领域的AI进步.
- 分析人工智能对医疗保健提供和患者提供者动态的影响.
- 确定挑战,并为医疗保健中的道德AI实施提出解决方案.
主要方法:
- 审查当前在医疗保健中的AI应用,包括虚拟助理,可穿戴设备,预测分析,个性化治疗和自动预约.
- 分析诸如数据安全,隐私,算法偏见,监管适应和患者信任等挑战.
- 讨论道德的人工智能部署和政策制定策略.
主要成果:
- 人工智能提高了医疗保健质量,增强了患者的权力,以及患者与提供者之间的关系.
- 重要挑战包括数据安全,隐私问题,算法偏见,监管障碍和患者接受.
- 伦理的人工智能实施需要严格的政策,技术公正和培养患者信心.
结论:
- 人工智能为医疗保健提供了变革性的潜力,提高了效率和患者的结果.
- 克服道德和实际挑战对于广泛采用人工智能至关重要.
- 需要进一步的研究和跨学科的合作,以确保AI在医疗保健是有效和值得信赖的.
相关概念视频
Issues And Trends In Healthcare Delivery System
5.6K
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...
5.6K
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
Combination Therapies and Personalized Medicine
4.9K
Combining two or more treatment methods increases the life span of cancer patients while reducing damage to vital organs or tissue from the overuse of a single treatment. Combination therapy also targets different cancer-inducing pathways, thus reducing the chances of developing resistance to treatment.
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
4.9K
Introduction To Health Care Delivery System
2.7K
The healthcare system is constantly changing and complex. Various services are available from different healthcare providers, but gaining access to these services has become challenging for people with limited healthcare insurance. Uninsured people present a challenge to healthcare because they frequently postpone or forego treatment.
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
2.7K
Ethical Issues
879
Nurses are essential in patient care, upholding the ethical principles of their profession and effectively navigating ethical dilemmas. Neglecting ethical issues can lead to inadequate patient care, compromised therapeutic relationships, and moral distress among healthcare workers.
Ethical Concerns in Healthcare:
Ethical Concerns in Healthcare:
879
Nursing Clinical Information System
763
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:
763


