Digital phenotyping efforts have used wearable devices to connect a rich array of physiologic data to health outcomes or behaviors of interest. The environmental context surrounding these phenomena has received less attention, yet is critically needed to understand their antecedents and deliver context-appropriate interventions. The coupling of improved smart eyewear with deep learning represents a technological turning point, one that calls for more comprehensive, ambitious study of environments and health.

中文翻译：

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数字环境分析：量化健康和行为的环境决定因素。

数字表型分析工作使用可穿戴设备将丰富的生理数据与感兴趣的健康结果或行为联系起来。围绕这些现象的环境背景受到的关注较少，但迫切需要了解其前因并提供适合环境的干预措施。改进的智能眼镜与深度学习的结合代表了一个技术转折点，需要对环境和健康进行更全面、更雄心勃勃的研究。