数字/计算表型:科学与伦理的区别是什么?
Federica Lucivero1, Nina Hallowell1
1Ethox Centre and Wellcome Centre for Ethics & Humanities, Nuffield Department of Population Health, University of Oxford, UK.
概括
数字表型,最初来自心理健康,现在跨越学科. 本评论分析了算法表型化,数字生物标志物和计算表型化,探讨了它们的客观性假设和伦理含义.
科学领域:
- 计算科学是一种计算科学.
- 数字健康数字健康
- 行为科学是一种行为科学.
背景情况:
- 数字表型起源于心理健康研究,但已扩展到各种科学领域.
- 算法表型技术正在RADAR-AD和牛津大学大数据研究所的Minerva计划等项目中开发.
研究的目的:
- 描述和分析数字生物标志物和计算表型化概念.
- 将这些概念与更广泛的数字表型研究联系起来.
- 为了比较和对比这些技术的认识论和伦理影响.
主要方法:
- 数字表型,数字生物标志物和计算表型的概念分析.
- 检查两个案例研究:RADAR-AD项目和Minerva倡议.
- 应用"负担能力"概念来分析技术功能和影响.
主要成果:
- 研究项目中的表型化范式假定"客观性",根据数字工具的作用来解释不同的"客观性".
- "负担能力"的概念强调了技术功能及其潜在用途和社会影响之间的关系.
- "数字表型化"一词的使用含有多种含义,需要仔细区分.
结论:
- 区分数字表型的不同含义和应用是至关重要的,因为它的使用变得多样化.
- 了解数字工具的"负担能力"是导航计算表型的伦理和社会影响的关键.
- 数字表型中的客观性假设需要在各种学科背景下进行批判性检查.
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