在家提高患者药物安全:面向患者的技术架构集成REDCap,可视化仪表板和人工智能驱动的聊天机器人
Yue Yu1, Yuheng Shi1, Eric Yang1
1McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, United States.
概括
这项研究介绍了一种新的面向患者的技术 (PFT) 架构,以帮助癌症患者在家中管理药物和症状. 它集成了研究电子数据捕获 (REDCap) 和一个问答聊天机器人,以改善自我管理和数据洞察力.
科学领域:
- 数字健康数字健康
- 瘤支持技术的支持技术
- 医疗信息学 医疗信息学
背景情况:
- 回家的癌症患者的护理过渡在药物坚持和症状监测方面存在挑战.
- 有效的自我管理工具对于改善患者的治疗结果和减少医疗保健负担至关重要.
研究的目的:
- 为癌症患者的自我管理提出和描述一种新的面向患者的技术 (PFT) 架构.
- 在PFT架构中概述研究电子数据捕获 (REDCap) 和检索增强生成 (RAG) 聊天机器人的集成.
主要方法:
- 开发一个包含REDCap的PFT架构,用于患者生成的数据收集和存储.
- 整合患者和管理员仪表板,用于数据可视化和报告.
- 使用RAG框架设计一个Q&A聊天机器人,以增强患者互动.
主要成果:
- 该架构促进了患者报告的药物和症状数据的收集和可视化.
- 仪表板为患者和管理人员提供定制的报告.
- 建议基于RAG的聊天机器人来增强PFT的互动性.
结论:
- 拟议的PFT架构为癌症患者退院后的自我管理提供了一个可维护,成本高效和安全的解决方案.
- 该框架为未来在瘤护理中面向患者的技术开发提供了指导.
相关概念视频
Issues And Trends In Healthcare Delivery System
6.2K
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...
6.2K
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 in Long-Term and Home Healthcare Setting
1.4K
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
1.4K
Guidelines and Strategies for Safe Computer Charting
2.7K
The guidelines and strategies provided by the American Nurses Association (ANA) and the Canadian Nurses Association (CNA) offer essential principles for ensuring safe and secure computer charting systems in healthcare settings. Let's break down each recommendation:
Maintain Confidentiality and Security:
Maintain Confidentiality and Security:
2.7K
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
864
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...
864


