人工智能在患者管理中的应用
1Department of Family Medicine, Meharry Addiction Medicine Clinic, Meharry Medical College, Nashville, TN 37208, USA.
Primary care
|October 19, 2025
概括
人工智能 (AI) 通过改进诊断决策和通过基因组和可穿戴数据实现个性化护理来增强患者管理. 人工智能还减少了行政任务,使临床医生可以直接与患者互动.
科学领域:
- 医疗信息学 医疗信息学
- 计算生物学 计算生物学
- 医疗保健服务研究 医疗服务研究
背景情况:
- 当前的患者管理面临着决策准确性和行政效率方面的挑战.
- 基因组数据和可穿戴技术为个性化医疗提供了潜力,但尚未得到充分利用.
- 临床医生的时间往往被行政任务所占用,而不是直接照顾病人.
研究的目的:
- 探索人工智能 (AI) 在彻底改变患者管理方面的变革潜力.
- 突出AI在提高临床决策支持和个性化患者护理方面的作用.
- 展示AI如何减轻医疗保健机构的行政负担.
主要方法:
- 审查当前的AI应用在医学成像和病理学解释.
- 分析将基因组数据和可穿戴设备信息集成为个性化治疗策略.
- 检查旨在简化管理流程的AI算法,如计费和患者接收.
主要成果:
- 人工智能显著提高了成像和病理学的诊断准确性.
- 基因组和可穿戴数据的整合使得可扩展,个性化的患者护理成为可能.
- 由人工智能驱动的自动化减少了行政工作量,增加了临床医生的患者护理可用性.
结论:
- 人工智能代表了患者管理的范式转变,提供了增强的诊断和个性化的护理.
- 人工智能集成有望通过提高效率和减少行政开销来优化医疗保健服务.
- 医学的未来包括利用人工智能来释放患者数据的全部潜力,以改善结果.
相关概念视频
Issues And Trends In Healthcare Delivery System
6.1K
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...
6.1K
Current Trends in Nursing II
3.3K
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,...
3.3K
Methods of Documentation VI: Case Management Model
854
The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
For example, a patient with a chronic...
For example, a patient with a chronic...
854
Nursing Clinical Information System
1.2K
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:
1.2K
Documentation of Nursing Diagnosis
1.6K
The nurse documents nursing diagnoses and enters them into the patient record. The identified patient's nursing diagnosis is either written out with a plan of care or entered into the electronic health record.
In some settings, data-driven computerized decision support systems are in place, allowing for more accurate nursing diagnoses. The database within one of these systems includes diagnostic labels defining characteristics, activities, and indicators for nursing. A nurse enters...
In some settings, data-driven computerized decision support systems are in place, allowing for more accurate nursing diagnoses. The database within one of these systems includes diagnostic labels defining characteristics, activities, and indicators for nursing. A nurse enters...
1.6K
Health Information Technology and Healthcare Information System
3.3K
Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
3.3K


