人工智能如何降低前线从业人员的认知和工作负担?
Tejal K Gandhi1, David Classen2, Christine A Sinsky3
1Press Ganey Associates LLC, Boston, MA 02109, United States.
JAMIA open
|September 1, 2023
概括
人工智能 (AI) 可以显著减少临床医生的工作量和倦怠. 负责任的AI开发需要最终用户的投入,偏差缓解和影响监测,以改善医疗保健.
科学领域:
- 临床信息学 临床信息学
- 医疗保健中的人工智能
- 人与计算机的交互
背景情况:
- 临床医生倦怠和认知过度负担是现代医疗保健中的重大挑战.
- 人工智能 (AI) 为减轻这些负担提供了一个有希望的途径.
- 生成型人工智能模型强调了人工智能在临床环境中的日益增长的潜力.
研究的目的:
- 探索人工智能在减轻临床医生的认知和工作负担方面的作用.
- 确定与医疗保健中人工智能实施相关的关键问题和挑战.
- 倡导人工智能供应商和用户之间的协作开发.
主要方法:
- 这篇文章是一个概念审查和行动呼吁,而不是一项主要研究研究.
- 它综合了当前对人工智能对临床工作量潜在影响的理解.
- 它概述了负责在医疗保健中部署人工智能的关键考虑因素.
主要成果:
- 人工智能有可能在各种临床活动中降低认知负载和工作负担.
- 成功的AI集成需要最终用户参与和强大的偏见检测/减少机制.
- 测量和监测人工智能对临床医生的负担的影响对于优化至关重要.
结论:
- 人工智能提供了一种强大的工具,可以打击临床医师的倦怠,并提高患者的护理.
- 人工智能开发人员和医疗保健专业人员之间的协作努力对于有效和道德的人工智能解决方案至关重要.
- 积极应对人工智能的挑战将最大限度地提高其在临床实践中的好处.
更多相关视频
07:31A Computerized Functional Skills Assessment and Training Program Targeting Technology Based Everyday Functional Skills
Published on: February 13, 2020
7.0K
12:22Mindfulness in Motion MIM: An Onsite Mindfulness Based Intervention MBI for Chronically High Stress Work Environments to Increase Resiliency and Work Engagement
Published on: July 1, 2015
23.6K
相关概念视频
Current Trends in Nursing II
1.2K
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,...
1.2K
Issues And Trends In Healthcare Delivery System
5.7K
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...
5.7K
Introduction to Cognitive Psychology
525
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
525
Heuristics
111
Heuristics are problem-solving strategies that use mental shortcuts to simplify decision-making. Unlike algorithms, which must be followed precisely to achieve a correct result, heuristics offer a general problem-solving framework. They save time and energy but can sometimes lead to less rational decisions.
People often rely on heuristics when faced with an overload of information, limited time, low importance of the decision, limited information, or when a heuristic readily comes to mind. For...
People often rely on heuristics when faced with an overload of information, limited time, low importance of the decision, limited information, or when a heuristic readily comes to mind. For...
111
Non-equilibrium in the Cell
4.5K
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
4.5K
Patient-centered Care
2.1K
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...
2.1K
