医疗保健专业人员在护理点的问答系统 - - 一个系统的审查
Gregory Kell1, Angus Roberts2, Serge Umansky3
1Department of Population Health Sciences, King's College London, London, Greater London, SE1 1UL, United Kingdom.
Journal of the American Medical Informatics Association : JAMIA
|February 17, 2024
概括
目前的医疗问答 (QA) 系统显示出潜力,但缺乏现实世界的适用性. 未来的研究应该专注于现实的医疗保健数据集和答案来源可靠性,以更好地临床整合.
科学领域:
- 生物医学信息学 生物医学信息学
- 临床决策支持 临床决策支持
- 医疗保健中的人工智能
背景情况:
- 问答 (QA) 系统通过向医疗保健专业人员提供及时的证据,有可能提高临床护理.
- 尽管它们具有潜力,但在临床环境中广泛采用质量保证系统仍然有限.
- 这一系统性审查评估了当前医疗质量保证系统的适用性,并确定了需要改进的领域.
结论:
- 虽然机器学习已经提高了质量保证的准确性,但系统往往无法满足实际的医疗保健信息需求.
- 未来的研究必须优先发展现实的医疗保健质量保证数据集,并强调答案来源的可靠性而不是纯粹的准确性.
更多相关视频
相关概念视频
Health Information Technology and Healthcare Information System
840
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:
840
Nursing Clinical Information System
777
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:
777
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
Methods Of Healthcare Delivery System
3.3K
At the different levels of the healthcare system, we see varying methods of healthcare used. These methods include managed care systems, case management, and primary healthcare.
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is...
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is...
3.3K
SBAR I: Understanding the Concept
4.5K
Effective communication among healthcare professionals during hand-off reporting is essential to delivering safe and continuous patient care. Common professional interactions include reports to healthcare team members, hand-off, and transfer reports. Nurses routinely report information to other healthcare team members and also urgently contact healthcare providers to report changes in patient status.
Standardized methods of communication have been developed to ensure that information is...
Standardized methods of communication have been developed to ensure that information is...
4.5K
Secondary Healthcare System
1.5K
Secondary healthcare is offered by a specialist, generally in hospitals or clinics for patients referred by primary healthcare providers. It occurs when a person has an illness or injury that requires specific medical care. Secondary care is often referred to as acute care. Secondary care can range from uncomplicated care to repair a minor laceration or treat a strep throat infection to more complicated emergent care, such as treating a head injury sustained in an automobile accident. Whatever...
1.5K


