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相关概念视频

Bias01:22

Bias

4.3K
Bias refers to any tendency that prevents a question from being considered unprejudiced. In research, bias occurs when one outcome or answer is selected or encouraged over others in sampling or testing. Bias can occur during any research phase, including study design, data collection, analysis, and publication.
In statistics, a sampling bias is created when a sample is collected from a population, and some members of the population are not as likely to be chosen as others (remember, each member...
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Non-equilibrium in the Cell01:16

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
Bias in Epidemiological Studies01:29

Bias in Epidemiological Studies

352
Biases can arise at various stages of research, from study design and data collection to analysis and interpretation. Recognizing and addressing these biases is essential to ensure the validity and reliability of epidemiological findings.Broadly speaking, biases in epidemiology fall into three main categories: selection bias, information bias, and confounding. A more detailed description of possible biases is:  
352
Stereotypes, Prejudice, and Discrimination02:55

Stereotypes, Prejudice, and Discrimination

90.3K
Humans are very diverse and although we share many similarities, we also have many differences. The social groups we belong to help form our identities (Tajfel, 1974). These differences may be difficult for some people to reconcile, which may lead to prejudice toward people who are different. Prejudice is a negative attitude and feeling toward an individual based solely on one’s membership in a particular social group (Allport, 1954; Brown, 2010). Prejudice is common against people who...
90.3K
Introduction to Cognitive Psychology01:20

Introduction to Cognitive Psychology

532
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...
532
Confirmation Biases01:31

Confirmation Biases

5.5K
The confirmation bias is the tendency to focus on information that confirms our existing beliefs and ignore information that is inconsistent with our expectations. For example, if you think that your professor is not very nice, you notice all of the instances of rude behavior exhibited by the professor while ignoring the countless pleasant interactions he is involved in on a daily basis. Have you ever fallen prey to the confirmation bias, either as the source or target of such bias?
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The Modular Design and Production of an Intelligent Robot Based on a Closed-Loop Control Strategy
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人工智能中的算法偏见是一个问题 - - 而根本的问题是权力.

Rae Walker1, Jess Dillard-Wright1, Favorite Iradukunda1

  • 1Elaine Marieb College of Nursing, University of Massachusetts Amherst, Amherst, MA.

Nursing outlook
|August 14, 2023
PubMed
概括

医疗保健中的算法偏见是权力不平衡的症状. 护士应该与边缘化社区合作,就人工智能 (AI) 伦理和政策提供指导,而不是依赖个人行动.

科学领域:

  • 医疗保健技术 技术 医疗保健 技术
  • 人工智能伦理学 人工智能伦理学
  • 护理实践 护理实践

背景情况:

  • 人工智能 (AI) 正在迅速改变医疗保健,影响护士和患者护理.
  • 人工智能工具中的算法偏差是医疗保健领域的一个重大问题.

研究的目的:

  • 为了解决医疗保健AI中的算法偏见,认为它源于系统力量不平衡.
  • 为护士提供关于导航人工智能伦理和政策的指导.

主要方法:

  • 这篇评论批判性地分析了O'Connor和Booth (2022) 的"医疗保健中的算法偏见:护士在人工智能时代改善平等的机会".

主要成果:

  • 系统力量失衡,而不仅仅是算法偏见,是医疗保健技术问题的基础.
  • 个人护士不能仅仅通过个人努力来打击人工智能的系统性不公正.

结论:

  • 护士可以利用边缘化社区对人工智能政策,课程和道德的现有指导.
  • 集体行动和纪律支持对于护士重新谈判人工智能开发和部署中的权力动态至关重要.
关键词:
算法算法是一种算法.人工智能的人工智能是人工智能.这是一个偏见的偏见.机器学习是机器学习.护理伦理学 护理伦理学种族主义 种族主义

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