从联合认知系统到人类-人工智能联合认知系统:一个理论批判和应用到产科麻醉风险评估
Sheena Warner1, Ran Xiao2, Kelly L Wiltse Nicely1
1Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, USA.
Nursing science quarterly
|January 26, 2026
概括
本研究探讨了使用联合认知系统框架的人机协作. 将人类的专业知识与人工智能的整合可以提高临床决策,特别是在产科麻醉等领域.
科学领域:
- 人与计算机的互动.
- 认知系统工程 认知系统工程
- 医疗信息学医学信息学
背景情况:
- 联合认知系统框架为理解人机协作提供了基础.
- 评估这一框架对于在复杂领域推进人类-人工智能交互至关重要.
- 现有的框架可能无法完全解决临床决策的细微差别.
研究的目的:
- 检查人类机器协作的联合认知系统框架.
- 在医疗保健环境中批评框架的优点和局限性.
- 建议将伦理和社会文化因素纳入扩展,以改善临床决策.
主要方法:
- 利用Meleis的理论评估模型来分析联合认知系统框架.
- 审查了框架的原则,起源和应用.
- 将框架应用于产科麻醉,用于风险评估分析.
主要成果:
- 确定了阻碍有效医疗保健应用的信任,工作量和整合方面的挑战.
- 通过将提供者的专业知识与机器学习相结合,证明了改善孕产妇风险评估的潜力.
- 强调需要一个现代化的框架来解决伦理和社会文化方面的问题.
结论:
- 联合认知系统框架提供了一个基础,但需要加强临床实践.
- 建议采用现代化的人类-人工智能联合认知系统方法,以整合伦理和社会文化因素.
- 这一扩展旨在支持医疗保健中更安全,更有效的临床决策.
相关概念视频
Lazarus's Cognitive Appraisal Theory
1.8K
Cognitive psychologist Richard Lazarus proposed the cognitive-mediational theory of emotions, which emphasizes how individuals' assessments of stressors significantly affect their experience of stress. According to Lazarus, the stress response is determined by a two-step appraisal process: primary appraisal and secondary appraisal. These cognitive appraisals help individuals evaluate the potential impact of a stressor and determine the adequacy of their coping resources.
Primary Appraisal:...
Primary Appraisal:...
1.8K
Cognitive Theories: Schachter-Singer Theory of Emotion
1.6K
Stanley Schachter and Jerome Singer proposed the two-factor theory of emotion, which emphasizes the interplay between physiological arousal and cognitive labeling in forming emotional experiences. This theory suggests that emotions are not simply a result of physiological responses but rather a combination of these responses and the individual's cognitive interpretation of them.
Physiological Arousal and Cognitive Labeling
According to this theory, when an individual experiences...
Physiological Arousal and Cognitive Labeling
According to this theory, when an individual experiences...
1.6K
Cognitive Theories: Lazarus Mediational Theory of Emotion
2.1K
Richard Lazarus' cognitive mediational theory highlights the pivotal role of cognitive appraisal in shaping emotional responses. According to this theory, the evaluation of a stimulus — based on personal values, goals, beliefs, and expectations — mediates the emotional response. This appraisal process is immediate and often occurs unconsciously, influencing the intensity and nature of the resulting emotion.
Cognitive Appraisal and Emotional Response
Lazarus proposed that...
Cognitive Appraisal and Emotional Response
Lazarus proposed that...
2.1K
Structural Joints: Synovial Joints
6.7K
Synovial joints are the most common type of joint in the body. A key structural characteristic for a synovial joint is the presence of a joint cavity. This fluid-filled space is where the articulating surfaces of the bones contact each other. Also, unlike fibrous or cartilaginous joints, the articulating bone surfaces at a synovial joint are not directly connected to each other with fibrous connective tissue or cartilage. This gives the bones of a synovial joint the ability to move smoothly...
6.7K
Cognitive Dissonance
37.5K
Social psychologists have documented that feeling good about ourselves and maintaining positive self-esteem is a powerful motivator of human behavior (Tavris & Aronson, 2008). In the United States, members of the predominant culture typically think very highly of themselves and view themselves as good people who are above average on many desirable traits (Ehrlinger, Gilovich, & Ross, 2005). Often, our behavior, attitudes, and beliefs are affected when we experience a threat to our...
37.5K
Structural Joints: Fibrous Joints
3.7K
Fibrous joints are a type of joint where the bones are connected by fibrous connective tissue. These joints provide stability and minimal to no movement between the articulating bones. There are three types of fibrous joints.
Suture
All the bones of the skull, except for the mandible, are joined to each other by a fibrous joint called a suture. The fibrous connective tissue found at a suture strongly unites the adjacent skull bones and thus helps to protect the brain and form the face. In...
Suture
All the bones of the skull, except for the mandible, are joined to each other by a fibrous joint called a suture. The fibrous connective tissue found at a suture strongly unites the adjacent skull bones and thus helps to protect the brain and form the face. In...
3.7K


