人工智能和以患者为中心的结果的未来
Kevin P Weinfurt1, Bryce B Reeve2
1Center for Health Measurement, Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA. kevin.weinfurt@duke.edu.
Journal of patient-reported outcomes
|September 26, 2025
概括
生成型人工智能 (GenAI) 可以通过提高患者报告结果措施 (PROM) 的质量和效率来增强以患者为中心的结果评估. 经过培训的GenAI采访员可以进行可扩展的,深入的患者采访,克服传统方法的局限性.
科学领域:
- 健康研究成果研究结果
- 医疗保健中的人工智能
- 患者报告的结果衡量结果.
背景情况:
- 大型语言模型 (LLM) 为患者报告结果测量 (PROM) 提供了新的视野.
- 生成型人工智能 (GenAI) 为推进以患者为中心的结果评估提供了机会.
研究的目的:
- 为了支持LLM启用PROM的愿景.
- 探索GenAI在评估以患者为中心的结果方面的潜力.
- 突出GenAI在改善PROM开发和数据收集方面的作用.
主要方法:
- 利用GenAI进行可扩展的,深入的患者访谈.
- 在面试技巧和概念意图方面培训GenAI面试人员.
- 利用GenAI对基于对话数据的患者反应进行一致的编码.
主要成果:
- 基因人工智能可以提高传统PROM的质量和效率.
- 基因人工智能能够进行量身定制的询问和澄清意义,类似于人类采访者.
- 在数据收集方面,GenAI克服了人类采访者的可扩展性限制.
结论:
- 健康结果领域应该调查GenAI收集患者体验数据的能力.
- 严格评估基因AI衍生患者评估的质量至关重要.
- 基因人工智能有可能彻底改变以患者为中心的结果研究.
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
Patient-centered Care
2.9K
Patient-centered care involves delivering care beyond inpatient hospitalization. Reflective practice can enhance a patient-centered approach. Reflective practice is a process of reasoning that considers all aspects of the present situation, including practicalities, learning from personal practice, and consideration of patient needs. Patients appreciate care decisions made while considering their input. Involving the patient in their care provides the patient with a sense of contribution rather...
2.9K
Guidelines for Writing Outcome
3.6K
When developing expected outcomes for a patient care plan, the nurse should adhere to the following recommendations:
Patient outcomes reflect the patient's response to the goal rather than what the nurse aims to achieve. Terminology should be observable and measurable to avoid the reader's interpretation. The desired outcome should be realistic and achievable in the designated care timeframe. Expected outcomes should align with adjunctive therapies. The outcome should enhance care...
Patient outcomes reflect the patient's response to the goal rather than what the nurse aims to achieve. Terminology should be observable and measurable to avoid the reader's interpretation. The desired outcome should be realistic and achievable in the designated care timeframe. Expected outcomes should align with adjunctive therapies. The outcome should enhance care...
3.6K
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
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


