A5111283968- Heart Rate Variability and Autonomic Control
- Sleep and Work-Related Fatigue
- Sleep and related disorders
Rice University
2024
The University of Texas at Austin
2024
<sec> <title>BACKGROUND</title> In the modern economy, shift work is prevalent in numerous occupations. However, often conflicts with workers’ circadian rhythm and can result sleep disorder (SWSD). Proper management of SWSD emphasizes comprehensive patient-specific strategies some these are analogous to cognitive behavioral treatment insomnia (CBTI). </sec> <title>OBJECTIVE</title> this paper, we aim develop evaluate machine learning algorithms that predict physicians’ advice using wearable...
In the modern economy, shift work is prevalent in numerous occupations. However, it often disrupts workers' circadian rhythms and can result sleep disorder. Proper management of disorder involves comprehensive patient-specific strategies, some which are similar to cognitive behavioral therapy for insomnia. Our goal was develop evaluate machine learning algorithms that predict physicians' advice using wearable survey data. We developed a web- app-based system provide individualized behavior...