数据旅程地图:用于共同创建医疗保健人工智能人工智能数据需求的过程
Curtis Charles1, Cherie Tulloch2, Maurice McNaughton3
1Five Islands Campus University of the West Indies Antigua and Barbuda Five Islands Campus, University of the West Indies, Antigua and Barbuda.
概括
加勒比海国家面临着有限的卫生资源不断增加的非传染性疾病. 数据旅程地图方法可以改善健康数据收集,支持医疗保健中的人工智能.
科学领域:
- 医疗信息学 医疗信息学
- 公共卫生 公共卫生
- 数字健康数字健康
背景情况:
- 加勒比海小岛屿发展中国家面临着有限的医疗保健资源和日益增长的非传染性疾病负担.
- 人口老龄化加剧了该地区非传染性疾病的挑战.
- 数据专业人员的不足阻碍了加勒比国家对数据生产的立法支持.
研究的目的:
- 引入数据旅程地图作为加勒比地区加强健康数据收集的战略.
- 探索数据旅程映射在提高医疗保健效率和支持人工智能 (AI) 实施方面的潜力.
- 讨论将数据旅程映射应用于医疗保健的好处和挑战.
主要方法:
- 该研究引入了数据旅程图的概念,将其定义为组织健康数据收集的过程.
- 它强调将数据收集集成到患者旅程和提供者互动中.
- 以使用宫癌预防和治疗的例子来说明这一方法.
主要成果:
- 数据旅程映射可以在患者护理途径中确定关键的"数据热点".
- 这些热点对于规划和实施人工智能驱动的医疗保健解决方案至关重要.
- 该方法旨在通过将数据收集纳入日常医疗保健来克服区域数据收集的挑战.
结论:
- 数据旅程地图提供了一种结构化的方法,以改善资源有限的环境中的健康数据收集.
- 这种方法可以促进在加勒比医疗保健中采用人工智能和数字技术.
- 通过创新方法解决数据短缺问题,如旅程映射,对于推进区域健康成果至关重要.
相关概念视频
01:29Issues 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
01:25Ethical Standards I
773
The American Nurses Association (ANA) created and implemented the first nationally accepted Code of Ethics for Nurses with Interpretive Statements. The Code of Ethics is a living document regularly updated by the ANA and establishes an ethical standard that is non-negotiable for nurses in all roles and settings.
The Code of Ethics provisions outline the nurse's duty to the patient, the healthcare team, the profession, and society. The Code's fundamental principles include advocacy,...
The Code of Ethics provisions outline the nurse's duty to the patient, the healthcare team, the profession, and society. The Code's fundamental principles include advocacy,...
773
01:29Documentation in Long-Term and Home Healthcare Setting
873
Documentation in long-term care facilities and home healthcare settings is crucial for ensuring continuous, coordinated, and comprehensive care for patients. Each setting has its specific documentation processes and tools:
Long-Term Care Facilities
Long-Term Care Facilities
873
01:30Health Information Technology and Healthcare Information System
799
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:
799
01:19Standards of Care II
635
Nurses bear specific legal responsibilities under several federal statutes, including:
635
01:30Data Collection I
6.0K
Data collection gathers information needed to make accurate judgments about a patient's present condition. During a health history interview, subjective data is collected from the patient, their caregivers, or family members, and objective data is collected through observations and physical assessment. Patients are the primary source of subjective data. Thus information gathered from patients through interviews, observations, and physical examination is primary data. Secondary sources of...
6.0K