医疗保健中的机器学习 公民科学:范围审查
Ranga Baminiwatte1, Blessing Torsu1, Dmitry Scherbakov1
1Biomedical Informatics Center, Department of Public Health Sciences, Medical University of South Carolina (MUSC), Charleston, SC 29425, USA.
International journal of medical informatics
|December 31, 2024
概括
医疗保健中的公民科学涉及公民收集和注释机器学习 (ML) 应用程序的数据. 虽然越来越多,但公民参与分析和领导力仍然有限,需要明确参与水平的定义.
科学领域:
- 医疗保健研究的研究.
- 公民科学是公民科学.
- 机器学习是机器学习.
背景情况:
- 公民科学越来越多地融入医疗保健研究.
- 了解公民参与卫生项目的范围和影响至关重要.
- 这篇评论阐明了公民科学家在与健康相关的机器学习中的作用.
结论:
- 医疗保健中的公民科学主要是美国和欧洲的现象,亚洲的贡献正在出现.
- 公民参与主要集中在数据提供和注释上,较少参与数据分析或研究领导.
- 根据公民参与程度区分项目对于准确的分类至关重要.
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