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相关概念视频

Strategies for Assessing and Addressing Confounding01:25

Strategies for Assessing and Addressing Confounding

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Confounding is a critical issue in epidemiological studies, often leading to misleading conclusions about associations between exposures and outcomes. It occurs when the relationship between the exposure and the outcome is mixed with the effects of other factors that influence the outcome. Given that, addressing confounding is of high importance for drawing accurate inferences in research.
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
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Preventive Healthcare Services01:30

Preventive Healthcare Services

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Preventive healthcare services keep people healthy via frequent check-ups, screening, and counseling. They primarily aid in disease prevention rather than treating an acute or chronic illness. Preventive treatment also keeps individuals productive and energetic, allowing them to work well into their retirement years. Examples of preventive care services include:
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相关实验视频

Updated: Jun 16, 2025

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
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查策略和方法 查策略和方法

Panagiota Founti1, Kelsey Stuart2,3, Winifred P Nolan1,4

  • 1Glaucoma Service, Moorfields Eye Hospital NHS Foundation Trust.

Journal of glaucoma
|August 16, 2024
PubMed
概括

眼查面临挑战,但新技术如多基因风险评分 (PRS) 和人工智能 (AI) 显示出希望. 这些工具可以改善对眼高风险个体的识别,从而提高查效率.

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科学领域:

  • 眼科医生 眼科 眼科
  • 遗传学 遗传学是一种遗传学.
  • 医疗技术 医疗技术 医学技术

背景情况:

  • 玻璃眼是全球不可逆转失明的主要原因,影响了7600万人,早期阶段往往无症状.
  • 早期检测和干预对于减少与眼相关的视觉发病率至关重要.
  • 目前基于人口的查方法受到不完善的诊断测试和低患病率的限制,导致显著的假阳性和假阴性结果.

研究的目的:

  • 审查与眼查相关的当前证据和概念.
  • 探索新兴技术在改善青光眼的检测方面的潜力.

主要方法:

  • 审查现有的文献和专家知识关于青光眼病因和查选项.
  • 对多基因风险评分 (PRS) 的评估,以进行个性化风险评估.
  • 评估人工智能 (AI) 算法,以区分青光眼.

主要成果:

  • 眼查受到技术困难和不完美的测试的挑战,影响诊断产量.
  • 在像白内障诊所这样的环境中,机会主义查策略受到高错误结果率的阻碍.
  • 多基因风险评分 (PRS) 提供了针对成年期青光眼的个性化风险评估.
  • 人工智能 (AI) 算法在识别眼方面表现与人类专家相美.

结论:

  • 眼查带来了重大的设计和实施挑战.
  • 新兴技术,特别是PRS和AI,有可能改善高风险个体的识别.
  • 这些进展可能会提高青光眼查计划的可行性和有效性.