设计和采用FHIR IG来支持Gatekeeper项目中的远程监控环境
Roberta Gazzarata1, Catherine Chronaki1, Francesco Ricciardi2
1HL7 Europe, Brussels, Belgium.
Studies in health technology and informatics
|October 23, 2023
概括
盖特基珀 (GATEKEEPER) 项目开发了一个独立于供应商的数字健康平台,用于慢性疾病管理. 该平台使用FHIR标准整合了医院和可穿戴数据,以改进人工智能驱动的2型糖尿病风险预测.
科学领域:
- 数字健康数字健康
- 医疗信息学 医疗信息学
- 人工智能的人工智能
背景情况:
- 远程医疗为慢性病患者和老年人提供日常护理的好处.
- 数字健康解决方案对于整合先进的护理模式至关重要.
- 盖特基珀 (GATEKEEPER) 项目解决了医疗保健中可扩展,独立于供应商的平台的需求.
研究的目的:
- 为了描述GATEKEEPER平台的架构.
- 详细介绍创建和采用快速医疗互操作性资源 (FHIR) 实施指南 (IG).
- 展示用于AI驱动风险预测的传统和非传统数据的整合.
主要方法:
- 开发一个独立于供应商的数字健康平台.
- 创建一个FHIR实施指南,用于数据标准化.
- 医院数据与可穿戴设备数据的整合.
- 应用人工智能模型进行风险预测.
主要成果:
- 在8个医疗用例中成功实施了GATEKEEPER平台.
- 综合数字健康解决方案的证明价值和可扩展性.
- 开发一种对2型糖尿病的节风险预测模型.
结论:
- 门卫平台有效地整合了各种数据源,以改善患者护理.
- FHIR标准促进了互操作性,这对于数字健康的采用至关重要.
- 利用集成数据的AI模型显示了改善2型糖尿病风险预测的前景.
相关概念视频
Integrated Healthcare System
1.6K
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,...
1.6K
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
Health Information Technology and Healthcare Information System
852
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:
852
Tertiary Healthcare System
1.8K
Specialized care provided over an extended period is called tertiary care. Usually, a primary or secondary care physician will refer a patient to tertiary care. A patient's maximum physical and mental function is restored in tertiary care, which is caused due to the impact of a chronic illness or condition. Tertiary care aims to achieve the highest level of functioning possible while managing chronic illness. For example, a patient who falls and fractures their hip will need secondary care...
1.8K
Nursing Clinical Information System
788
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:
788
Nursing Implementation
5.1K
Implementation is the execution of the nursing care plan developed during the planning phase.
The five steps to implementing effective nursing care include reassessing the patient, reviewing and revising the existing nursing care plan, organizing the resources and care delivery, anticipating and preventing complications, and implementing nursing interventions.
The five steps to implementing effective nursing care include reassessing the patient, reviewing and revising the existing nursing care plan, organizing the resources and care delivery, anticipating and preventing complications, and implementing nursing interventions.
5.1K


