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将数字表型化原始数据转化为可操作的生物标志物,质量指标和数据可视化,使用皮层软件包:教程.

James Burns1, Kelly Chen1, Matthew Flathers1

  • 1Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States.

Journal of medical Internet research
|August 23, 2024
PubMed
概括
此摘要是机器生成的。

皮层是一个开源管道,简化了数字表型数据分析. 它帮助研究人员评估数据质量,推导出临床特征,并为可重现的研究创建可视化.

关键词:
皮层 皮层 皮层应用程序 应用程序 应用程序应用程序 应用程序 应用程序临床临床临床临床临床临床临床数据分析数据分析数据分析处理数据的数据处理.数据集数据集数据集.数据可视化数据可视化数字化表型化是指数字化表型化.心理健康 心理健康方法论 方法论 方法论头脑LAMP是一个心灵灯.手机电话 手机电话手机电话这是一个开源的开源软件.现实世界的真实世界.智能手机的智能手机智能手机的智能手机.智能手机就是智能手机.

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科学领域:

  • 数字健康数字健康
  • 计算精神病学是一种计算精神病学.
  • 数据科学数据科学数据科学

背景情况:

  • 数字表型,使用来自消费者设备的数据,对于研究来说越来越重要.
  • 处理这些数据并得出可复制的特征是一个重大挑战.
  • 现有的工具缺乏全面的数据质量,特征提取和可视化解决方案.

研究的目的:

  • 介绍Cortex,一个开源数据处理管道用于数字表型.
  • 为使用Cortex进行数据分析,质量评估和可视化提供实用指南.
  • 通过一个用户友好的工具展示数字表型研究的可访问性和严格性.

主要方法:

  • 开发了Cortex,这是一个为mindLAMP平台优化的开源Python软件包.
  • 插图数据处理,质量评估,特征导出和可视化技术.
  • 包括创建相关性矩阵和现实世界的临床应用程序的示例代码.

主要成果:

  • 皮层可以实时评估数据质量.
  • 该管道有助于从数字表型化数据中推导可复制的临床特征.
  • 皮层支持创建易于共享的数据可视化.

结论:

  • 皮层增强了数字表型研究的可访问性和方法严格性.
  • 该工具使研究团队能够有效地分析各种数字表型化数据集.
  • 皮层促进可复制的研究实践在不断增长的数字健康领域.